{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":316,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":316,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"3651b8b13ff8","filters":{"venue":"Brain Communications"}},"results":[{"id":"W3044461528","doi":"10.1093/braincomms/fcaa109","title":"Anti-inflammatories in Alzheimer’s disease—potential therapy or spurious correlate?","year":2020,"lang":"en","type":"article","venue":"Brain Communications","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institute on Aging; Biotechnology and Biological Sciences Research Council; Canadian Institutes of Health Research; H. Lundbeck A/S; Genentech; BioClinica; Fujirebio US; Novartis Pharmaceuticals Corporation; Alzheimer's Disease Neuroimaging Initiative; Roche; Bristol-Myers Squibb; Eli Lilly and Company; Biogen","keywords":"Confounding; Disease; Medicine; Epidemiology; Clinical trial; Drug; Logistic regression; Alzheimer's disease; Cognitive decline; Diclofenac; Internal medicine; Alzheimer's Disease Neuroimaging Initiative; Pharmacology; Dementia","retraction":null,"screen_n_in":null,"score":{"opus":0.09445202903560947,"gpt":0.3627534536059418,"spread":0.2683014245703323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001021954,0.0001757946,0.000261666,0.00006633781,0.0002295095,0.00004496845,0.000476359,0.00005404415,0.0002539962],"category_scores_gemma":[0.0002317651,0.0001284382,0.0001191468,0.0004133463,0.0002051997,0.0001271502,0.0002526706,0.0002998893,0.0002165195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003835902,"about_ca_system_score_gemma":0.0005558823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005826808,"about_ca_topic_score_gemma":0.00004269915,"domain_scores_codex":[0.9986481,0.0001940418,0.000289338,0.0002531314,0.0003113157,0.0003040743],"domain_scores_gemma":[0.9977255,0.0002740744,0.00006470958,0.001114736,0.00009290554,0.0007280207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01849084,0.01125045,0.7585476,0.0002279114,0.0253015,0.006543999,0.005686748,0.0002236758,0.001371064,0.008266505,0.04508189,0.1190078],"study_design_scores_gemma":[0.007449695,0.0004210524,0.9116455,0.000201227,0.000730143,0.00002755298,0.0003354132,0.008424956,0.000129818,0.0006027482,0.06957062,0.0004613188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5154845,0.1532491,0.00008762001,0.3239391,0.0001248822,0.003738808,0.0003511919,0.00051704,0.002507792],"genre_scores_gemma":[0.9909049,0.006002408,0.0003920216,0.001851224,0.00007413464,0.0001792299,0.0005310756,0.00002511191,0.00003990261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4754205,"threshold_uncertainty_score":0.5237556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3049334858","doi":"10.1093/braincomms/fcaa124","title":"Immunity in amyotrophic lateral sclerosis: blurred lines between excessive inflammation and inefficient immune responses","year":2020,"lang":"en","type":"review","venue":"Brain Communications","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Hrvatska Zaklada za Znanost; Sveučilište u Rijeci","keywords":"Amyotrophic lateral sclerosis; Immune system; Neuroinflammation; Immunology; Neuroprotection; Inflammation; Immune dysregulation; Medicine; Autoimmunity; Microglia; C9orf72; Disease; Biology; Neuroscience; Pathology; Frontotemporal dementia","retraction":null,"screen_n_in":null,"score":{"opus":0.1852241227925274,"gpt":0.4078742722559728,"spread":0.2226501494634454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001147405,0.000554503,0.002159663,0.0007603948,0.0003930274,0.0001548109,0.001387569,0.0004490954,0.00003831236],"category_scores_gemma":[0.002200521,0.0004718365,0.0003440801,0.001549812,0.0005982741,0.0002015654,0.002053845,0.002168672,0.00009654782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004319067,"about_ca_system_score_gemma":0.0007113144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003151935,"about_ca_topic_score_gemma":0.00005798903,"domain_scores_codex":[0.9945079,0.002326383,0.001607275,0.0005524207,0.0005099805,0.000496058],"domain_scores_gemma":[0.9936296,0.002390398,0.0005818161,0.002853919,0.0002484576,0.0002958507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001022779,0.0002000464,0.0005232071,0.00403374,0.0003262759,0.00002147798,0.0009077999,0.00000161391,0.0005607576,0.0001492177,0.0003366169,0.992837],"study_design_scores_gemma":[0.001377812,0.0002526706,0.05597154,0.02735747,0.0004773228,0.00004538137,0.00006378604,0.0003069312,0.000007251258,0.0000603891,0.9135162,0.0005632102],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0150927,0.9563909,0.00001179377,0.02567274,0.00004280064,0.002360173,0.0001533009,0.0001355316,0.000140067],"genre_scores_gemma":[0.02097151,0.9755977,0.0007766274,0.0001632973,0.0001638854,0.00063141,0.001347516,0.0001017996,0.0002462066],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9922737,"threshold_uncertainty_score":0.9997733,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3005379438","doi":"10.1093/braincomms/fcaa007","title":"Neuroanatomical spread of amyloid β and tau in Alzheimer’s disease: implications for primary prevention","year":2020,"lang":"en","type":"article","venue":"Brain Communications","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; Genentech; IXICO; Servier; Eisai; Northern California Institute for Research and Education; BioClinica; F. Hoffmann-La Roche; Synarc; University of Southern California; Medpace; Biogen; Eli Lilly and Company; Bristol-Myers Squibb; Novartis Pharmaceuticals Corporation; Pfizer; Meso Scale Diagnostics; National Institute on Aging; Alzheimer's Association; Foundation for the National Institutes of Health","keywords":"Precuneus; Temporal lobe; Clinical Dementia Rating; Posterior cingulate; Entorhinal cortex; Neuroscience; Disease; Dementia; Alzheimer's disease; Medicine; Temporal cortex; Psychology; Biomarker; Fusiform gyrus; Pathology; Cognition; Hippocampus; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.08202261746121772,"gpt":0.3870654734171458,"spread":0.3050428559559281,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001689025,0.00006465069,0.0001439291,0.00007403501,0.00007032334,0.0000112419,0.0002093574,0.00002649102,0.00001748666],"category_scores_gemma":[0.0003937109,0.0000665805,0.00005975953,0.0002196894,0.0001549078,0.00007353301,0.0002091117,0.0001168342,0.000002839212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001578115,"about_ca_system_score_gemma":0.0001495595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008778055,"about_ca_topic_score_gemma":0.00001128531,"domain_scores_codex":[0.9992957,0.0001046148,0.0002346386,0.0001561574,0.0000883776,0.0001205666],"domain_scores_gemma":[0.998776,0.0003932516,0.00005509227,0.0005018429,0.0001148344,0.0001590211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007690506,0.00241188,0.7160982,0.00043966,0.0002575353,0.000002049343,0.0006721591,0.000002496319,0.03654607,0.03453123,0.008172066,0.2000976],"study_design_scores_gemma":[0.001239925,0.0001846961,0.9854161,0.00005026418,0.0001185103,0.000002121581,0.00005902851,0.0007427061,0.0002160221,0.001933642,0.009977665,0.00005938208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5093066,0.005043944,0.003584856,0.4736664,0.00001319972,0.003548623,0.0002036309,0.0000686372,0.004564097],"genre_scores_gemma":[0.9942289,0.0004259506,0.002705619,0.001860324,0.00001514308,0.0003542461,0.0003319429,0.0000119386,0.00006592121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4849223,"threshold_uncertainty_score":0.2715074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996576044","doi":"10.1093/braincomms/fcz046","title":"Is tau in the absence of amyloid on the Alzheimer’s continuum?: A study of discordant PET positivity","year":2019,"lang":"en","type":"article","venue":"Brain Communications","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institute of Mental Health; University of California, San Francisco; University of California, San Diego; Albert Einstein College of Medicine, Yeshiva University; National Institutes of Health; Rush University; University of Pittsburgh; University of Washington; Johns Hopkins University; Eli Lilly and Company; U.S. Department of Defense; Alzheimer's Disease Neuroimaging Initiative; York University; Northwestern University; University of Pennsylvania; University of Southern California; University of California, Irvine; Yeshiva University; University of California, Davis; Brown University; Brigham and Women's Hospital; National Institute on Aging; Alzheimer's Association; National Science Foundation","keywords":"Tauopathy; Positron emission tomography; Psychology; Temporal lobe; Dementia; Neuroimaging; Alzheimer's disease; Amyloid (mycology); Neurodegeneration; Biomarker; Pathology; Neuroscience; Medicine; Disease; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.07528780780480221,"gpt":0.3852517459876553,"spread":0.3099639381828531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001152871,0.00007180954,0.0001683068,0.00007118152,0.00008229868,0.00001231916,0.000705336,0.0000103762,0.0001249825],"category_scores_gemma":[0.0002087214,0.00003986415,0.00005757531,0.0003176866,0.0002007718,0.00004067102,0.0002428821,0.0002600892,0.00002522561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001084149,"about_ca_system_score_gemma":0.00006117289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004891868,"about_ca_topic_score_gemma":0.0005608552,"domain_scores_codex":[0.9985119,0.000667245,0.0002360292,0.0001120012,0.0003482961,0.000124548],"domain_scores_gemma":[0.9961878,0.001860777,0.0001019457,0.001699063,0.0001293665,0.00002103028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002767871,0.01129471,0.9298291,0.00004458865,0.0004274362,0.00001138446,0.01939797,0.000001003692,0.02253114,0.00739837,0.004988221,0.003799305],"study_design_scores_gemma":[0.001109002,0.00102719,0.9791028,0.0001216898,0.00004936771,0.000008414957,0.0159829,0.0001309662,0.001491807,0.0002040809,0.0007252626,0.00004643741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541206,0.0001195047,0.000005747941,0.02785338,0.000009507884,0.00168641,0.00001776814,0.000004707923,0.01618241],"genre_scores_gemma":[0.9982703,0.0000477348,0.00004466352,0.001159922,0.000004666422,0.000124476,0.00001074303,0.000005948005,0.0003315362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0492738,"threshold_uncertainty_score":0.1625613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3010156963","doi":"10.1093/braincomms/fcaa025","title":"Women can bear a bigger burden: ante- and post-mortem evidence for reserve in the face of tau","year":2020,"lang":"en","type":"article","venue":"Brain Communications","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; Genentech; IXICO; National Institute of General Medical Sciences; H. Lundbeck A/S; Servier; Eisai; Northern California Institute for Research and Education; Pfizer; Biogen; BioClinica; F. Hoffmann-La Roche; University of Southern California; Eli Lilly and Company; U.S. Department of Defense; Meso Scale Diagnostics; Alzheimer's Disease Neuroimaging Initiative; Novartis Pharmaceuticals Corporation; Bristol-Myers Squibb; National Institute on Aging; Alzheimer's Association; Foundation for the National Institutes of Health","keywords":"Psychology; Audiology; Echoic memory; Verbal memory; California Verbal Learning Test; Memory impairment; Cognitive reserve; Medicine; Cognition; Cognitive impairment; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.164242466564133,"gpt":0.4110137700436572,"spread":0.2467713034795242,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007898709,0.00006237354,0.0001386831,0.00006168057,0.000101907,0.00002324825,0.0004806727,0.00002726676,0.00003003544],"category_scores_gemma":[0.002163691,0.00004679563,0.00003561357,0.0003176795,0.0001876219,0.00006844006,0.0002512502,0.0001749021,0.000003052189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002716,"about_ca_system_score_gemma":0.0001411934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004161026,"about_ca_topic_score_gemma":0.0002103049,"domain_scores_codex":[0.9990851,0.0002372061,0.0001909126,0.0001250537,0.0001889319,0.000172773],"domain_scores_gemma":[0.997595,0.001413396,0.00004824569,0.0006602767,0.0001983443,0.00008475962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002497087,0.001793776,0.3972863,0.002140466,0.0005943504,0.00003865803,0.3089893,0.00001090875,0.1818994,0.005694549,0.03222956,0.06682561],"study_design_scores_gemma":[0.004359932,0.003145722,0.854992,0.00081319,0.0000977591,0.00002238556,0.08478614,0.005648367,0.001295328,0.0005571733,0.04403764,0.0002443944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6661162,0.0009451354,0.00007406219,0.3312888,0.000003127241,0.0009124806,0.00003757938,0.000009281841,0.0006132715],"genre_scores_gemma":[0.994711,0.0004006658,0.0004663948,0.003687765,0.00001936896,0.000312984,0.00003349496,0.000007938245,0.0003603741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4577056,"threshold_uncertainty_score":0.2590297,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3202904073","doi":"10.1093/braincomms/fcab223","title":"Midbrain organoids with an <i>SNCA</i> gene triplication model key features of synucleinopathy","year":2021,"lang":"en","type":"article","venue":"Brain Communications","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Medical Research Council; Parkinson Canada; Canadian Institutes of Health Research; Québec Consortium for Drug Discovery; Consortium canadien en neurodégénérescence associée au vieillissement; McGill University","keywords":"Synucleinopathies; Organoid; Midbrain; Biology; Neuroscience; Parkinson's disease; Alpha-synuclein; Induced pluripotent stem cell; Synuclein; Dementia with Lewy bodies; Pathology; Cell biology; Disease; Gene; Medicine; Dementia; Central nervous system; Genetics; Embryonic stem cell","retraction":null,"screen_n_in":null,"score":{"opus":0.02853165036163846,"gpt":0.2916372303081737,"spread":0.2631055799465353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000138261,0.0001501125,0.0002575116,0.00007996352,0.0001883315,0.00002211346,0.0003353615,0.00007926007,0.00003245246],"category_scores_gemma":[0.0001035787,0.0001321871,0.00007617595,0.0003760221,0.0001080124,0.0001109383,0.0001402578,0.0001456868,0.000009912596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005928554,"about_ca_system_score_gemma":0.0003742329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003992881,"about_ca_topic_score_gemma":0.0001433602,"domain_scores_codex":[0.9989735,0.0001372161,0.0002305079,0.0002737906,0.0002232772,0.000161647],"domain_scores_gemma":[0.9966989,0.0001029668,0.0001210315,0.002587806,0.000307666,0.0001816195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000677562,0.01183355,0.01208144,0.0002348404,0.001083133,0.0001129666,0.004052973,0.0002495071,0.8270851,0.09470937,0.004673643,0.04320586],"study_design_scores_gemma":[0.01790761,0.002190833,0.3644181,0.0006897226,0.002455954,0.000769807,0.002333122,0.05008343,0.5058092,0.01630944,0.03560372,0.001429012],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578437,0.003866974,0.006618949,0.01756768,0.00002612795,0.0007690959,0.0003197211,0.0001901719,0.01279763],"genre_scores_gemma":[0.9158652,0.0002443371,0.08054475,0.001239828,0.00001499337,0.00009350159,0.0009503147,0.00003610462,0.001010895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3523366,"threshold_uncertainty_score":0.5390433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995513418","doi":"10.1093/braincomms/fcz047","title":"A comprehensive analysis of methods for assessing polygenic burden on Alzheimer’s disease pathology and risk beyond APOE","year":2019,"lang":"en","type":"article","venue":"Brain Communications","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":74,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Medical Research Council; Alzheimer’s Research UK; Wolfson Foundation; Rosetrees Trust; Parkinson's UK; Alzheimer's Society; Brain Research UK; Weston Brain Institute","keywords":"Disease; Apolipoprotein E; Alzheimer's Disease Neuroimaging Initiative; Genome-wide association study; Hazard ratio; Medicine; Biomarker; Alzheimer's disease; Linkage disequilibrium; Neuroimaging; Genetic association; Dementia; Single-nucleotide polymorphism; Oncology; Internal medicine; Biology; Genetics; Psychiatry; Confidence interval; Genotype","retraction":null,"screen_n_in":null,"score":{"opus":0.05451118781211678,"gpt":0.4098611804145112,"spread":0.3553499926023944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005767319,0.0001061195,0.0002937244,0.0001236783,0.0001519752,0.00001057022,0.000317271,0.000117435,0.000009408366],"category_scores_gemma":[0.0005250786,0.0001056521,0.0001783278,0.0001927684,0.000146015,0.000002810929,0.0002502993,0.00008690031,0.000001866712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007577152,"about_ca_system_score_gemma":0.00005704008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005553607,"about_ca_topic_score_gemma":0.00003242983,"domain_scores_codex":[0.9984285,0.0008493672,0.0002786605,0.0002579613,0.00003250266,0.0001530138],"domain_scores_gemma":[0.9970152,0.001258981,0.0002661256,0.001253087,0.0001398775,0.00006674445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002508317,0.0005320453,0.5386028,0.00005877112,0.01105808,5.105796e-7,0.0009539229,0.007107548,0.210134,0.007734702,0.003572515,0.2199944],"study_design_scores_gemma":[0.0009012229,0.0002652901,0.8863794,0.0000101547,0.002784812,0.000002421467,0.0005934165,0.04669239,0.0004164035,0.002085789,0.05955934,0.000309332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961765,0.009539564,0.02439437,0.003044991,0.00005293446,0.000435883,0.0002389075,0.000008721448,0.0005196376],"genre_scores_gemma":[0.9079899,0.001685073,0.08890536,0.0005246383,0.00002229371,0.00007055637,0.0006885473,0.00001317771,0.0001004213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3477767,"threshold_uncertainty_score":0.4308367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3214862651","doi":"10.1093/braincomms/fcab269","title":"Brain atrophy progression in Parkinson’s disease is shaped by connectivity and local vulnerability","year":2021,"lang":"en","type":"article","venue":"Brain Communications","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; McGill University; Montreal Neurological Institute and Hospital","funders":"Alzheimer's Association","keywords":"Atrophy; Vulnerability (computing); Disease; Neuroscience; Functional connectivity; Parkinson's disease; Medicine; Pathology; Psychology; Computer science; Computer security","retraction":null,"screen_n_in":null,"score":{"opus":0.02968584266273936,"gpt":0.3323024489925926,"spread":0.3026166063298532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002765659,0.0001701127,0.0002687739,0.00005983725,0.0002495152,0.0000353575,0.0001732252,0.00007820879,0.0001245136],"category_scores_gemma":[0.0005242317,0.0001618203,0.00008814213,0.000279287,0.0002255518,0.00009763245,0.0003259816,0.0002449324,0.00001474848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001437247,"about_ca_system_score_gemma":0.0002472474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009949959,"about_ca_topic_score_gemma":0.0001297025,"domain_scores_codex":[0.9984474,0.0004652723,0.0002388563,0.0004256587,0.0001978081,0.0002249579],"domain_scores_gemma":[0.9975015,0.0004754676,0.0000664431,0.001508452,0.0000879442,0.0003601861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001097556,0.01443006,0.6760577,0.0004091418,0.0003819357,0.0004081774,0.001611882,0.000003917484,0.01766861,0.006824917,0.0322214,0.2488847],"study_design_scores_gemma":[0.004161796,0.0001354536,0.7223577,0.000236731,0.0001213391,0.00002362951,0.0002474186,0.01019627,0.0009584103,0.00359722,0.2576915,0.0002724265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8882958,0.009254112,0.001371195,0.09932571,0.0000344405,0.0007384342,0.000316787,0.00008948203,0.0005740841],"genre_scores_gemma":[0.9920263,0.0004095761,0.002203917,0.00438333,0.00001385208,0.0002421486,0.0003918895,0.00002083211,0.0003082074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2486123,"threshold_uncertainty_score":0.6598839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3092381209","doi":"10.1093/braincomms/fcaa161","title":"Sensorimotor cortex beta oscillations reflect motor skill learning ability after stroke","year":2020,"lang":"en","type":"article","venue":"Brain Communications","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; University of Calgary","funders":"Medical Research Council; Cardiff University; European Commission; Wellcome Trust","keywords":"Motor learning; Stroke (engine); Physical medicine and rehabilitation; Psychology; Motor skill; Motor cortex; Beta Rhythm; Electroencephalography; Dreyfus model of skill acquisition; Audiology; Medicine; Neuroscience","retraction":null,"screen_n_in":null,"score":{"opus":0.06102091925991779,"gpt":0.3221333870814576,"spread":0.2611124678215397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002620334,0.000203619,0.0002288026,0.0000777366,0.0006285509,0.0001617473,0.001324633,0.00008868715,0.0002308707],"category_scores_gemma":[0.001945459,0.0002035241,0.0001546259,0.0004268925,0.0003448283,0.0002562134,0.0007757536,0.0006451834,0.0003450951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005805986,"about_ca_system_score_gemma":0.00008315771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002827559,"about_ca_topic_score_gemma":0.00004236659,"domain_scores_codex":[0.9976279,0.0008581998,0.0004147863,0.0005200605,0.0002649941,0.0003140579],"domain_scores_gemma":[0.9955068,0.002481083,0.000151936,0.001558302,0.0000949161,0.0002069301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009449302,0.0003695173,0.009628129,0.00004464557,0.00004477668,0.000009147425,0.00789053,0.0004391285,0.963414,0.004343942,0.007041054,0.006680679],"study_design_scores_gemma":[0.001071947,0.0006304101,0.08130275,0.00007786733,0.00005978782,0.00003379779,0.0006698745,0.07804307,0.03673149,0.0006207423,0.7997585,0.0009997793],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8715397,0.0003677232,0.003347009,0.09891818,0.0002684713,0.0009791882,0.0002706877,0.0009072737,0.02340184],"genre_scores_gemma":[0.9876048,0.00005893435,0.004576123,0.005942415,0.0001158598,0.00007886271,0.00001798769,0.0000310109,0.001574002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9266825,"threshold_uncertainty_score":0.8299472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4327724279","doi":"10.1093/braincomms/fcad074","title":"Association of biological sex with clinical outcomes and biomarkers of Alzheimer’s disease in adults with Down syndrome","year":2023,"lang":"en","type":"article","venue":"Brain Communications","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Medical Research Council; National Institutes of Health; Olav Thon Stiftelsen; UK Dementia Research Institute; Vetenskapsrådet; European Commission; Familjen Erling-Perssons Stiftelse; Hjärnfonden; Fondation Jérôme Lejeune; University College London; Global Brain Health Institute; Generalitat de Catalunya; National Institute on Aging; National Institute for Health and Care Research; EU Joint Programme – Neurodegenerative Disease Research; Instituto de Salud Carlos III; Alzheimer's Association; Stiftelsen för Gamla Tjänarinnor; Down Syndrome Research Foundation; NIHR Cambridge Biomedical Research Centre; Alzheimer's Drug Discovery Foundation; Alzheimerfonden; Fundació la Marató de TV3; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas","keywords":"Medicine; Disease; Biomarker; Population; Down syndrome; Cognitive decline; Alzheimer's disease; Internal medicine; Oncology; Pediatrics; Gerontology; Dementia; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.1192135561918933,"gpt":0.4057387313378842,"spread":0.2865251751459909,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001116465,0.000090423,0.0003910775,0.000176489,0.00004469329,0.000005801017,0.0002273162,0.00008310495,0.00007628828],"category_scores_gemma":[0.002357178,0.00005952278,0.00005971385,0.0007132964,0.0006250712,0.00004948286,0.0001921859,0.0002058113,0.00001898896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002862991,"about_ca_system_score_gemma":0.0001350733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002461484,"about_ca_topic_score_gemma":0.0002177485,"domain_scores_codex":[0.9985821,0.0003621274,0.0004489749,0.0001897636,0.0002506924,0.0001663323],"domain_scores_gemma":[0.9966606,0.002065488,0.0001117169,0.0008971731,0.0001373881,0.0001276209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00036486,0.0004908302,0.9956108,0.00006094209,0.0003043553,0.000002713121,0.0003236229,0.00000104193,0.00003112998,0.00007340957,0.001297043,0.001439269],"study_design_scores_gemma":[0.00141779,0.0008093183,0.9959694,0.0002063828,0.00006676147,0.000006757019,0.000568343,0.0005137543,0.000008987154,0.00007362385,0.0002911777,0.00006773527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845032,0.0001675659,0.000003902517,0.01354889,0.000005064487,0.0005565608,0.00004962915,0.00003232641,0.001132855],"genre_scores_gemma":[0.998476,0.0004295056,0.0004069245,0.00009414907,0.000002149735,0.00005701392,0.0001387392,0.000009422484,0.0003861289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01397277,"threshold_uncertainty_score":0.2821933,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3166886117","doi":"10.1093/braincomms/fcab136","title":"Association of plasma P-tau181 with memory decline in non-demented adults","year":2021,"lang":"en","type":"article","venue":"Brain Communications","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"H2020 European Research Council; Canadian Institutes of Health Research; UK Dementia Research Institute; Vetenskapsrådet; National Institute on Aging; Alzheimer's Association","keywords":"Cognitive decline; Dementia; Internal medicine; Alzheimer's Disease Neuroimaging Initiative; Medicine; Neuropsychology; Oncology; Disease; Observational study; Standardized uptake value; Psychology; Positron emission tomography; Cognition; Gerontology; Psychiatry; Neuroscience","retraction":null,"screen_n_in":null,"score":{"opus":0.01746597855871759,"gpt":0.3262722076894217,"spread":0.3088062291307042,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000663317,0.00007225422,0.0001801871,0.0001218489,0.00006289922,0.00001216252,0.0002039547,0.00005007244,0.0002216126],"category_scores_gemma":[0.001000214,0.00006726476,0.00004380988,0.0005447346,0.00006228066,0.00006886885,0.0002486013,0.0002217212,0.00002117981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001350256,"about_ca_system_score_gemma":0.0003250155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001594946,"about_ca_topic_score_gemma":0.003380268,"domain_scores_codex":[0.998809,0.0001959979,0.0002751795,0.0001327081,0.0004161515,0.0001709988],"domain_scores_gemma":[0.9977362,0.0005654276,0.0001132628,0.0007391465,0.0007859577,0.00006000514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003437446,0.002190621,0.9575189,0.0001177807,0.0002721415,0.00001798042,0.0008500444,0.000004209996,0.01284796,0.0001746735,0.004805671,0.02085622],"study_design_scores_gemma":[0.00607023,0.0002594367,0.9728048,0.0004011703,0.00006918992,0.00001097763,0.001506036,0.001580362,0.01066673,0.00006076994,0.006484985,0.00008533737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9086278,0.0001157174,0.0001202384,0.04690813,0.00001320142,0.0004333129,0.00001526716,0.00001841304,0.0437479],"genre_scores_gemma":[0.990862,0.0002475487,0.00300873,0.000761932,0.00001228657,0.00009142693,0.0002300091,0.00001107428,0.004775047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08223413,"threshold_uncertainty_score":0.2742977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3197362046","doi":"10.1093/braincomms/fcab201","title":"Amyloid-driven disruption of default mode network connectivity in cognitively healthy individuals","year":2021,"lang":"en","type":"article","venue":"Brain Communications","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Alzheimer Nederland; ZonMw; University College London Hospitals NHS Foundation Trust; European Commission; University College London; National Institute for Health and Care Research; Alzheimer's Association; European Federation of Pharmaceutical Industries and Associations; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Weston Brain Institute","keywords":"Default mode network; Posterior cingulate; Precuneus; Neuroscience; Resting state fMRI; Psychology; Alzheimer's disease; Cortex (anatomy); Task-positive network; Medicine; Disease; Functional connectivity; Internal medicine; Functional magnetic resonance imaging","retraction":null,"screen_n_in":null,"score":{"opus":0.08952474954878824,"gpt":0.3578007842141536,"spread":0.2682760346653654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006285449,0.0001680244,0.0003435821,0.0001337249,0.0004874593,0.00003307126,0.0005952505,0.00009339385,0.00003136641],"category_scores_gemma":[0.01712889,0.0001952509,0.00009991501,0.001223417,0.0004368034,0.000261324,0.0008357506,0.0004076207,0.00002867712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001286507,"about_ca_system_score_gemma":0.0002597604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00020526,"about_ca_topic_score_gemma":0.003234737,"domain_scores_codex":[0.9968106,0.001633052,0.0004479508,0.00046475,0.0003097714,0.000333933],"domain_scores_gemma":[0.9715348,0.02672283,0.0002414473,0.001217406,0.0002129792,0.00007057235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003965775,0.006796658,0.2593441,0.0002883378,0.0002464775,0.00004388677,0.01078831,0.02861673,0.216112,0.4102992,0.0401314,0.02693642],"study_design_scores_gemma":[0.004903268,0.0005119827,0.7801977,0.0005906128,0.00008577592,0.000125006,0.002665391,0.0363477,0.02978637,0.07518229,0.06829334,0.00131055],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8386748,0.0009247902,0.003389511,0.1425905,0.0003119945,0.0009384009,0.0004997588,0.0001842308,0.012486],"genre_scores_gemma":[0.9903078,0.0003385533,0.002338303,0.006600901,0.00005791913,0.0001706441,0.00005115445,0.00002216567,0.0001125404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5208536,"threshold_uncertainty_score":0.9911503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3095898337","doi":"10.1093/braincomms/fcaa182","title":"Delta-gamma phase-amplitude coupling as a biomarker of postictal generalized EEG suppression","year":2020,"lang":"en","type":"article","venue":"Brain Communications","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Ontario Brain Institute","keywords":"Electroencephalography; Epilepsy; Ictal; Psychology; Delta Rhythm; Neuroscience; Audiology; Anesthesia; Medicine; Alpha rhythm","retraction":null,"screen_n_in":null,"score":{"opus":0.1144211596188508,"gpt":0.3715706034510223,"spread":0.2571494438321715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001978892,0.000160489,0.0002316219,0.00007527836,0.0002499001,0.00007878844,0.001686916,0.00006904966,0.0001602431],"category_scores_gemma":[0.001424376,0.0001489412,0.0001128447,0.0003778893,0.0002831083,0.0001669298,0.0008629915,0.0002119766,0.00005952402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001668489,"about_ca_system_score_gemma":0.00006841131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005772328,"about_ca_topic_score_gemma":0.000008032476,"domain_scores_codex":[0.9985256,0.0002397875,0.0004392191,0.0003274305,0.0002392282,0.0002287684],"domain_scores_gemma":[0.9966395,0.001747523,0.0001914175,0.001193462,0.00007863554,0.0001494102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007151881,0.0002731563,0.00005668736,0.00001919338,0.00001506136,0.000003301975,0.001548809,0.0001149905,0.9841088,0.005111188,0.005994869,0.002682443],"study_design_scores_gemma":[0.002536998,0.0003302237,0.000451753,0.0001347498,0.00003670855,0.00003989563,0.0001901849,0.4403624,0.4656134,0.0009341527,0.08897772,0.0003918583],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455777,0.0004358193,0.008848874,0.04082563,0.0001389831,0.0004548321,0.0001796471,0.0002306099,0.003307906],"genre_scores_gemma":[0.9884297,0.0000802335,0.007254863,0.004008329,0.00002669057,0.00002757037,0.0000549521,0.00002398008,0.00009364402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5184954,"threshold_uncertainty_score":0.6073645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3160611305","doi":"10.1093/braincomms/fcab099","title":"Serum and cerebrospinal fluid biomarker profiles in acute SARS-CoV-2-associated neurological syndromes","year":2021,"lang":"en","type":"article","venue":"Brain Communications","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; McGill University; Douglas Mental Health University Institute","funders":"Medical Research Council; National Institute for Health and Care Research; Wellcome Trust","keywords":"Biomarker; Cerebrospinal fluid; Medicine; Neurofilament; Neuroinflammation; Encephalopathy; Brain damage; Pathology; Glial fibrillary acidic protein; Encephalomyelitis; Inflammation; Immunology; Internal medicine; Multiple sclerosis; Biology; Immunohistochemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.05152773358822279,"gpt":0.3562610499183319,"spread":0.3047333163301091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004416214,0.0001754936,0.0003698508,0.000146982,0.0001952675,0.00005780351,0.000377512,0.0001756478,0.00003638183],"category_scores_gemma":[0.00265525,0.000164919,0.0000893141,0.0005417432,0.0002992802,0.0001194394,0.0007027271,0.0003926091,0.00002916357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007152456,"about_ca_system_score_gemma":0.0002352204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005770093,"about_ca_topic_score_gemma":0.0002715876,"domain_scores_codex":[0.9982632,0.0005938088,0.0003385387,0.0003227679,0.0001890167,0.0002926718],"domain_scores_gemma":[0.9966189,0.001567169,0.00009019807,0.001507589,0.0001166493,0.00009945693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002482963,0.001916806,0.6783843,0.00027291,0.0005754439,0.0009888437,0.0006789243,0.000001596982,0.2839215,0.005149407,0.02215964,0.005702275],"study_design_scores_gemma":[0.001915315,0.0002354294,0.9851885,0.0001891127,0.0001037137,0.0004713707,0.00003656252,0.002223567,0.002040353,0.0007424596,0.006663702,0.000189931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8507532,0.0009753413,0.00001898472,0.1464269,0.00004237438,0.0005100577,0.00004614985,0.000124135,0.001102857],"genre_scores_gemma":[0.9866401,0.0003408804,0.002654711,0.00967386,0.00001160638,0.0001046352,0.0002258753,0.00002626241,0.0003220727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3068042,"threshold_uncertainty_score":0.6725203,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4292549601","doi":"10.1093/braincomms/fcac215","title":"Hippocampal glutathione depletion with enhanced iron level in patients with mild cognitive impairment and Alzheimer’s disease compared with healthy elderly participants","year":2022,"lang":"en","type":"article","venue":"Brain Communications","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hippocampus; Oxidative stress; Glutathione; Internal medicine; Alzheimer's disease; Dementia; Disease; Montreal Cognitive Assessment; Medicine; Psychology; Endocrinology; Chemistry; Biochemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.08133060678277669,"gpt":0.3471375508731737,"spread":0.265806944090397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002148812,0.0002244223,0.0002877259,0.0001639011,0.0006408304,0.00003125657,0.0002186058,0.00002122189,0.00005237264],"category_scores_gemma":[0.00003516613,0.0001735226,0.00002943059,0.000411379,0.0003327783,0.0001299968,0.0002324279,0.0003388058,0.000007737563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001905318,"about_ca_system_score_gemma":0.0006521389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002147021,"about_ca_topic_score_gemma":0.0005886373,"domain_scores_codex":[0.997743,0.0004400438,0.000259779,0.00037717,0.0007079092,0.0004721037],"domain_scores_gemma":[0.99783,0.0002882026,0.0001346656,0.0008540277,0.0001738383,0.0007193039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02972702,0.007717808,0.9572298,0.00005149108,0.001664476,0.00005013382,0.001364075,0.00007582616,0.00000201697,0.00006237897,0.0001431683,0.001911794],"study_design_scores_gemma":[0.01604228,0.004314706,0.9770152,0.000268209,0.0006975309,0.000004213285,0.0009919322,0.0003717036,0.00000609665,0.00003811275,0.00004222273,0.0002077673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884651,0.002940157,0.0000807301,0.005322495,0.000006855146,0.002616123,0.0004548957,0.00005025201,0.00006341854],"genre_scores_gemma":[0.994623,0.0001018102,0.0008304203,0.0006777982,0.000006989057,0.001724339,0.001984812,0.00003963769,0.0000111965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01978542,"threshold_uncertainty_score":0.7076047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3033147965","doi":"10.1093/braincomms/fcaa061","title":"Cerebral atrophy in amyotrophic lateral sclerosis parallels the pathological distribution of TDP43","year":2020,"lang":"en","type":"article","venue":"Brain Communications","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta; Foothills Medical Centre; Montreal Neurological Institute and Hospital; University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre; University of Calgary; McGill University","funders":"","keywords":"Amyotrophic lateral sclerosis; Precentral gyrus; Atrophy; Corticospinal tract; White matter; Internal capsule; Medicine; Motor cortex; Neuroscience; Neuroimaging; Pathology; Grey matter; Pyramidal tracts; Psychology; Magnetic resonance imaging; Disease; Diffusion MRI; Radiology","retraction":null,"screen_n_in":null,"score":{"opus":0.1355950110559809,"gpt":0.3282714217243564,"spread":0.1926764106683755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003644062,0.0001399383,0.0003143383,0.00004245026,0.0001751667,0.00002666975,0.0008734859,0.0001060174,0.0001353835],"category_scores_gemma":[0.0006259016,0.00009441256,0.0001504463,0.000670319,0.0005852405,0.00008940243,0.000644608,0.0006592668,0.0000607892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009137541,"about_ca_system_score_gemma":0.00007953783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001581918,"about_ca_topic_score_gemma":0.00002895838,"domain_scores_codex":[0.9981182,0.0005284837,0.0004726666,0.0002393812,0.0003350063,0.0003062985],"domain_scores_gemma":[0.997941,0.000387439,0.0001069605,0.001288099,0.0001202758,0.000156254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002042922,0.003165274,0.5246804,0.0003044702,0.0003795136,0.00007973672,0.008154269,0.0008295345,0.3173934,0.05446734,0.05918831,0.02931483],"study_design_scores_gemma":[0.001247777,0.0003187822,0.9854766,0.00008662089,0.00002012473,0.000009309494,0.00007297462,0.005105976,0.0001189158,0.0004447571,0.006988632,0.000109526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7215866,0.0003118969,0.0001858824,0.2770036,0.00001251885,0.0004732263,0.00005219692,0.00004439386,0.0003296079],"genre_scores_gemma":[0.9932832,0.0005054206,0.0009791934,0.004778323,0.00004472321,0.00009798659,0.000243449,0.00001686006,0.00005085431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4607962,"threshold_uncertainty_score":0.3850032,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210725176","doi":"10.1093/braincomms/fcac008","title":"Aphasia recovery by language training using a brain–computer interface: a proof-of-concept study","year":2022,"lang":"en","type":"article","venue":"Brain Communications","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Deutsche Forschungsgemeinschaft","keywords":"Aphasia; Brain–computer interface; Task (project management); Session (web analytics); Rehabilitation; Stroke (engine); Computer science; Neuroplasticity; Electroencephalography; Interface (matter); Brain activity and meditation; Speech recognition; Physical medicine and rehabilitation; Cognitive psychology; Psychology; Audiology; Medicine; Neuroscience","retraction":null,"screen_n_in":null,"score":{"opus":0.08856005878271614,"gpt":0.3558022480432161,"spread":0.2672421892605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007059506,0.0002214335,0.0003219495,0.0002072521,0.0007913004,0.0001097822,0.002560128,0.0000408274,0.0001554762],"category_scores_gemma":[0.0003387319,0.0002368162,0.0001289608,0.0007014232,0.0002616249,0.0002610224,0.002197461,0.0005862326,0.000003764481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001057461,"about_ca_system_score_gemma":0.0001193814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001002974,"about_ca_topic_score_gemma":0.00002896901,"domain_scores_codex":[0.9967399,0.001506984,0.0005481833,0.0004959024,0.0003672773,0.0003417677],"domain_scores_gemma":[0.9956568,0.002120772,0.0003121994,0.001793701,0.00003839341,0.00007814435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001176822,0.005446898,0.0002409951,0.00004855305,0.0001832083,0.00005115704,0.2824551,0.01708114,0.4197917,0.0008742299,0.05937232,0.2143371],"study_design_scores_gemma":[0.006944966,0.006667937,0.0002420967,0.0003682728,0.0001561051,0.001093769,0.1093854,0.4130146,0.2903581,0.001584273,0.167467,0.002717576],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635474,0.0007646341,0.02548033,0.006741599,0.0004151886,0.001272386,0.0002442113,0.0002048368,0.001329429],"genre_scores_gemma":[0.9920968,0.000001855045,0.004776413,0.002271133,0.00004903705,0.0001304652,0.00002111026,0.00004159571,0.0006115559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3959335,"threshold_uncertainty_score":0.9657086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3186314830","doi":"10.1093/braincomms/fcab158","title":"Looking beneath the surface: the importance of subcortical structures in frontotemporal dementia","year":2021,"lang":"en","type":"review","venue":"Brain Communications","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"NIHR Cambridge Biomedical Research Centre; Medical Research Council; Alzheimer’s Society; Brain Research Trust; Department of Health and Social Care; Wolfson Foundation; University of Cambridge; UK Dementia Research Institute; Alzheimer Society; National Institute for Health and Care Research; Alzheimer's Society; Brain Research UK","keywords":"Frontotemporal dementia; Neuroscience; Psychology; Putamen; Basal ganglia; Thalamus; Globus pallidus; Basal forebrain; Dementia; Pathology; Medicine; Disease; Central nervous system","retraction":null,"screen_n_in":null,"score":{"opus":0.09437795189437634,"gpt":0.4310134481517551,"spread":0.3366354962573788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001234991,0.0002261442,0.000851526,0.00007807263,0.0002355463,0.00005446415,0.00125935,0.0001323524,0.0003061516],"category_scores_gemma":[0.0005617376,0.0001241524,0.0003776226,0.0005781439,0.0004853086,0.00004664732,0.0008703687,0.0009344969,0.000006652505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008073558,"about_ca_system_score_gemma":0.0007836231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001033887,"about_ca_topic_score_gemma":0.0006010177,"domain_scores_codex":[0.9971462,0.001072338,0.0007982845,0.0002487633,0.000443536,0.0002908035],"domain_scores_gemma":[0.9952495,0.001596807,0.000294618,0.002605047,0.0001910434,0.00006302098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002040217,0.0007729576,0.1741028,0.004336206,0.002136038,0.00004591968,0.0006072744,0.000002051516,0.00000761191,0.02318389,0.008530074,0.7862548],"study_design_scores_gemma":[0.0003954697,0.00005543412,0.02738512,0.004091635,0.001186443,0.00004950569,0.0004432042,0.00005096268,0.00000241318,0.0003853401,0.9657922,0.0001623164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007145167,0.9895635,0.00003233413,0.005305272,0.00003592766,0.00134925,0.00003678854,0.00001289517,0.002949471],"genre_scores_gemma":[0.01576354,0.9823074,0.0006213508,0.0003324719,0.00003606199,0.0001546323,0.0004286397,0.00003092024,0.0003250266],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9572621,"threshold_uncertainty_score":0.5062789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3092052624","doi":"10.1093/braincomms/fcaa166","title":"Serum neurofilament light in atrial fibrillation: clinical, neuroimaging and cognitive correlates","year":2020,"lang":"en","type":"article","venue":"Brain Communications","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Atrial fibrillation; Medicine; Internal medicine; Cardiology; Stroke (engine); Diabetes mellitus; Montreal Cognitive Assessment; Heart failure; Verbal fluency test; Cognition; Neuropsychology; Disease; Dementia; Endocrinology; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.1647586826546943,"gpt":0.4081252762697453,"spread":0.243366593615051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003082236,0.0001171124,0.0002827775,0.00008550411,0.0001423109,0.00004771261,0.0001440881,0.00005604655,0.00005770092],"category_scores_gemma":[0.001643215,0.000116763,0.0001384414,0.0003622586,0.0001166626,0.0001296645,0.0003829073,0.000251842,0.00005605026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001205359,"about_ca_system_score_gemma":0.00004689855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007331176,"about_ca_topic_score_gemma":0.000009855859,"domain_scores_codex":[0.9987029,0.0002688149,0.0005181968,0.0002428866,0.0001308005,0.0001364035],"domain_scores_gemma":[0.9975775,0.001659685,0.0001361875,0.0004352088,0.00005980823,0.0001315696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001461195,0.000005870583,0.9732158,0.00002263712,0.00005887693,0.000006086596,0.0005853379,0.0000332992,0.00006508854,0.001535748,0.001516457,0.02280864],"study_design_scores_gemma":[0.003618137,0.0001949209,0.790127,0.000087599,0.0001752729,0.000008322172,0.0004659458,0.02231452,0.00001238259,0.0001797386,0.1826475,0.0001686095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3632582,0.002259262,0.000223598,0.6266276,0.0002018407,0.001146753,0.00001052762,0.0001596318,0.006112701],"genre_scores_gemma":[0.9922141,0.001007625,0.0008030329,0.005051882,0.0005808473,0.000001603167,0.00005800747,0.00001894588,0.0002639979],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6289559,"threshold_uncertainty_score":0.4761458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3109777251","doi":"10.1093/braincomms/fcaa209","title":"Delayed maturation of the structural brain connectome in neonates with congenital heart disease","year":2020,"lang":"en","type":"article","venue":"Brain Communications","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Connectome; Medicine; Connectomics; White matter; Diffusion MRI; Fractional anisotropy; Heart disease; Confounding; Perioperative; Cohort; Tractography; Bayley Scales of Infant Development; Pediatrics; Cardiology; Magnetic resonance imaging; Internal medicine; Neuroscience; Psychology; Surgery; Cognition; Psychiatry; Radiology","retraction":null,"screen_n_in":null,"score":{"opus":0.0279137899612311,"gpt":0.2980664843457251,"spread":0.270152694384494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007173811,0.0001162749,0.000202007,0.00004582147,0.0001521081,0.00001351672,0.0002815578,0.00002760822,0.0000413589],"category_scores_gemma":[0.0007258552,0.00008154455,0.00007442909,0.0004522123,0.0003646402,0.00009173447,0.0002665164,0.0002029501,0.000008720323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003538727,"about_ca_system_score_gemma":0.0001913267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000865047,"about_ca_topic_score_gemma":0.0006792967,"domain_scores_codex":[0.9991122,0.0001600141,0.0002515146,0.0001493572,0.0001893439,0.0001374974],"domain_scores_gemma":[0.998223,0.0005821194,0.00005478827,0.0008585482,0.0001379814,0.0001435396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01028011,0.0009523639,0.8546415,0.0007188477,0.001338536,0.00005991057,0.02462414,0.0001567157,0.04500857,0.0204754,0.03084816,0.01089573],"study_design_scores_gemma":[0.001939017,0.0001727403,0.9832479,0.00008564701,0.0001297404,0.00001826308,0.001205685,0.00888134,0.0001774666,0.0005028088,0.003474926,0.0001644712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7724273,0.00129543,0.000007906368,0.2250404,0.00001680766,0.0006369981,0.0001053557,0.00003937866,0.0004304118],"genre_scores_gemma":[0.9927607,0.000009318755,0.0005387851,0.006437303,0.0000232148,0.00005599841,0.00006971037,0.00001611258,0.00008887319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2203334,"threshold_uncertainty_score":0.332529,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4327554757","doi":"10.1093/braincomms/fcad068","title":"Homeostatic normalization of alpha brain rhythms within the default-mode network and reduced symptoms in post-traumatic stress disorder following a randomized controlled trial of electroencephalogram neurofeedback","year":2023,"lang":"en","type":"article","venue":"Brain Communications","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Joseph’s Healthcare Hamilton; Lawson Health Research Institute; Royal Ottawa Mental Health Centre; Defence Research and Development Canada; St Joseph's Health Care; University of Ottawa; Western University","funders":"Canadian Institute for Military and Veteran Health Research; European Commission; Banting Research Foundation","keywords":"Neurofeedback; Default mode network; Traumatic stress; Electroencephalography; Psychology; Sensorimotor rhythm; Randomized controlled trial; Traumatic brain injury; Medicine; Internal medicine; Anesthesia; Audiology; Neuroscience; Psychiatry; Cognition","retraction":null,"screen_n_in":null,"score":{"opus":0.01429426245124023,"gpt":0.3132305688696906,"spread":0.2989363064184504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001422696,0.0001993919,0.001180087,0.0002096132,0.000156464,0.00002268207,0.0003366373,0.00007181567,0.000005752778],"category_scores_gemma":[0.002348127,0.0001329049,0.0002945393,0.0009880502,0.0003059595,0.00008798546,0.0001027804,0.0001757072,0.000001535628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002060663,"about_ca_system_score_gemma":0.0001190437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000594194,"about_ca_topic_score_gemma":0.0009992106,"domain_scores_codex":[0.9969437,0.001211194,0.001124161,0.0001832651,0.0002774839,0.0002602542],"domain_scores_gemma":[0.9928427,0.005363967,0.0005670681,0.001073878,0.00009531852,0.00005703523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8349912,0.008824369,0.01170881,0.0009425855,0.008451403,0.00001953471,0.08990245,0.007100233,0.003091038,0.02352536,0.001090295,0.01035276],"study_design_scores_gemma":[0.8809505,0.0006524776,0.00813961,0.001029326,0.0005105771,0.00000738611,0.003497387,0.1013398,0.000009948963,0.003698217,0.00001504726,0.0001497893],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802087,0.001406002,0.0004033411,0.01127606,0.0001252649,0.006091208,0.00001478901,0.00005214985,0.0004225072],"genre_scores_gemma":[0.9969404,0.0005614852,0.0006607104,0.0003059828,0.00001428178,0.001112942,0.0002505312,0.00002975806,0.0001239048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09423952,"threshold_uncertainty_score":0.5419704,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3182833340","doi":"10.1093/braincomms/fcab139","title":"Serum metabolites associated with brain amyloid beta deposition, cognition and dementia progression","year":2021,"lang":"en","type":"article","venue":"Brain Communications","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; Genentech; U.S. National Library of Medicine; National Institute of Neurological Disorders and Stroke; IXICO; H. Lundbeck A/S; Servier; Eisai; Northern California Institute for Research and Education; University of California, San Diego; Pfizer; Biogen; BioClinica; F. Hoffmann-La Roche; University of Southern California; Eli Lilly and Company; U.S. Department of Defense; Meso Scale Diagnostics; Alzheimer's Disease Neuroimaging Initiative; Novartis Pharmaceuticals Corporation; Bristol-Myers Squibb; National Institute on Aging; Alzheimer's Association; Foundation for the National Institutes of Health","keywords":"Dementia; Alzheimer's disease; Neuroimaging; Amyloid (mycology); Cognitive decline; Internal medicine; Medicine; Psychology; Metabolite; Disease; Endocrinology; Pathology; Neuroscience","retraction":null,"screen_n_in":null,"score":{"opus":0.03270832274710121,"gpt":0.2948260422334531,"spread":0.2621177194863519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002174219,0.0001458861,0.0001512457,0.00007596504,0.0007351335,0.000170025,0.0003754954,0.00007110716,0.00007332883],"category_scores_gemma":[0.001253309,0.000136192,0.00004242581,0.00062187,0.0003409165,0.0002754591,0.0003051844,0.0002018154,0.00001449473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001612108,"about_ca_system_score_gemma":0.00008514354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005265635,"about_ca_topic_score_gemma":0.0002933324,"domain_scores_codex":[0.9982943,0.0006978877,0.0002189794,0.0003278714,0.0002246858,0.0002362676],"domain_scores_gemma":[0.9975008,0.001341745,0.0001364718,0.0007981535,0.0001314026,0.00009139605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002674418,0.001025545,0.004173462,0.00003132979,0.0001274524,0.00001532606,0.0009336508,0.000004986283,0.9383733,0.02692809,0.004445201,0.0239149],"study_design_scores_gemma":[0.003689867,0.0001940004,0.1390937,0.0004487025,0.0002142332,0.0001101191,0.001036746,0.001520898,0.818364,0.007453753,0.02707489,0.0007991263],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8518246,0.006616038,0.001611862,0.1207597,0.00009357466,0.001084471,0.0003066265,0.0006003093,0.01710282],"genre_scores_gemma":[0.991321,0.0003050849,0.002618152,0.005058212,0.00001216175,0.00009068483,0.0002582665,0.00002441371,0.0003120722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1394964,"threshold_uncertainty_score":0.5654127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310055676","doi":"10.1093/braincomms/fcac309","title":"Cerebrospinal fluid biomarkers for assessing Huntington disease onset and severity","year":2022,"lang":"en","type":"article","venue":"Brain Communications","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; BC Children's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research; Huntington Society of Canada","keywords":"Huntington's disease; Disease; Biomarker; Receiver operating characteristic; Cerebrospinal fluid; Medicine; Mutation; Internal medicine; Oncology; Biology; Genetics; Gene","retraction":null,"screen_n_in":null,"score":{"opus":0.06496158237334536,"gpt":0.3380933001751689,"spread":0.2731317178018235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002545905,0.0001145321,0.00009718462,0.000078975,0.002150725,0.0001400202,0.0007656278,0.00001200281,0.00005253985],"category_scores_gemma":[0.001737093,0.0001363159,0.0000643814,0.0002685429,0.0002921351,0.0001301723,0.001023319,0.0001267753,0.000002829838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000428352,"about_ca_system_score_gemma":0.0001580044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001375235,"about_ca_topic_score_gemma":0.000008182677,"domain_scores_codex":[0.9983782,0.0007018872,0.0001800334,0.0003509852,0.0001855868,0.0002033583],"domain_scores_gemma":[0.9973243,0.0012463,0.00009325444,0.00115501,0.00003756438,0.0001436022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002975427,0.001829525,0.07025252,0.0001503059,0.00004250681,0.000004852766,0.0009397342,0.0004921836,0.8477792,0.01756673,0.04364302,0.01700187],"study_design_scores_gemma":[0.002276363,0.0002544612,0.6586516,0.00004613534,0.0001561674,0.00003230042,0.001300333,0.04996835,0.1004332,0.01013913,0.175586,0.001155845],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806809,0.0002042761,0.0005745281,0.01668618,0.00009665521,0.000571428,0.0006282434,0.00008738824,0.000470432],"genre_scores_gemma":[0.9929646,0.00003198412,0.002846572,0.003366521,0.00001392453,0.0004916327,0.00007921296,0.00002290718,0.0001826032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.747346,"threshold_uncertainty_score":0.9991484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213371237","doi":"10.1093/braincomms/fcac036","title":"Ageing is associated with maladaptive immune response and worse outcome after traumatic brain injury","year":2022,"lang":"en","type":"article","venue":"Brain Communications","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Medical Research Council; National Institute for Health and Care Research; Canadian Institutes of Health Research; Ministero della Salute; Agence Nationale de la Recherche; Brain Research UK","keywords":"Traumatic brain injury; Medicine; Immune system; Inflammation; Cohort; Ageing; Immunosenescence; Young adult; Immunology; Internal medicine; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.05172394819911207,"gpt":0.3151351725286194,"spread":0.2634112243295074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001672358,0.0002162443,0.0004244818,0.0001930821,0.0007566932,0.00004527636,0.0004669778,0.00005798472,0.0004029648],"category_scores_gemma":[0.001088114,0.0001983456,0.0001398212,0.000598377,0.0003771271,0.0001312588,0.0004662153,0.0006834312,0.0000112675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001220865,"about_ca_system_score_gemma":0.0001057779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003836376,"about_ca_topic_score_gemma":0.00005260565,"domain_scores_codex":[0.9971808,0.001363607,0.0004971495,0.000307848,0.0003795185,0.000271125],"domain_scores_gemma":[0.9952198,0.002547931,0.0002100759,0.001840956,0.00006549647,0.0001157498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.07179068,0.02124285,0.2493325,0.001929139,0.01312597,0.002775097,0.3417577,0.0001667775,0.07005271,0.01742386,0.08683793,0.1235648],"study_design_scores_gemma":[0.002716829,0.0009623659,0.9747095,0.0002480811,0.0002793802,0.000213708,0.00464692,0.0004626734,0.0001404729,0.0003717813,0.01485183,0.0003965281],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9371858,0.00126261,0.00003276581,0.05978724,0.00003803815,0.0006974657,0.0001209387,0.0001272439,0.0007479175],"genre_scores_gemma":[0.9865218,0.00002605176,0.001014079,0.008468141,0.00001006886,0.0005893501,0.00007190447,0.00004525699,0.003253344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7253769,"threshold_uncertainty_score":0.80883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3196175436","doi":"10.1093/braincomms/fcab180","title":"The contribution of beta-amyloid to dementia in Lewy body diseases: a 1-year follow-up study","year":2021,"lang":"en","type":"article","venue":"Brain Communications","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dementia; Lewy body; Dementia with Lewy bodies; Neuropsychology; Cognitive decline; Medicine; Disease; Cohort; Parkinson's disease; Psychology; Cognition; Internal medicine; Pathology; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.0292152676175038,"gpt":0.3263376669062005,"spread":0.2971223992886967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000281648,0.0001015825,0.0002312188,0.00006759768,0.0002536784,0.00002640996,0.0003176283,0.00002941805,0.00004624489],"category_scores_gemma":[0.0005281462,0.00008127984,0.0001112205,0.0004114865,0.00004757029,0.00004223116,0.0003062199,0.00009894385,0.00003270436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007950465,"about_ca_system_score_gemma":0.0002147493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001132787,"about_ca_topic_score_gemma":0.001729981,"domain_scores_codex":[0.9987935,0.000324648,0.0003070397,0.0001816499,0.0002166231,0.0001764777],"domain_scores_gemma":[0.9974813,0.0003638947,0.00007839934,0.001725283,0.0002166056,0.0001344463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000618224,0.01237475,0.9267215,0.00002829175,0.002231152,0.00006912017,0.001850927,0.000009802052,0.00562135,0.0383704,0.005070753,0.007033683],"study_design_scores_gemma":[0.006940089,0.0003401325,0.9292873,0.00008566019,0.0008457578,0.000003888213,0.002754492,0.0001425516,0.0007621303,0.0009630386,0.05774964,0.0001253934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730644,0.005014896,0.0003644553,0.01828721,0.0001058984,0.001714257,0.0001579231,0.00004410603,0.001246847],"genre_scores_gemma":[0.9981244,0.000179672,0.0003967842,0.0003537514,0.00001182734,0.0003235918,0.0002439974,0.00001249064,0.0003534562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05267889,"threshold_uncertainty_score":0.3314496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308342219","doi":"10.1093/braincomms/fcac288","title":"Ependymal cells and neurodegenerative disease: outcomes of compromised ependymal barrier function","year":2022,"lang":"en","type":"review","venue":"Brain Communications","topic":"Neurogenesis and neuroplasticity mechanisms","field":"Neuroscience","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canada Research Chairs; Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Ependymal Cell; Disease; Function (biology); Neuroscience; Biology; Medicine; Cell biology; Pathology; Central nervous system","retraction":null,"screen_n_in":null,"score":{"opus":0.1568751522462239,"gpt":0.3463960587678581,"spread":0.1895209065216342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002890259,0.0004967049,0.001189205,0.0002856879,0.0008251239,0.00007651166,0.001657364,0.0001002495,0.0004260151],"category_scores_gemma":[0.001022616,0.0004560852,0.0004476774,0.0005025789,0.0003355186,0.0001351224,0.001810549,0.0006929308,0.00003100546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003892017,"about_ca_system_score_gemma":0.0002728803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005678914,"about_ca_topic_score_gemma":0.000005747147,"domain_scores_codex":[0.9949822,0.002637188,0.0008206724,0.0007917623,0.0004627165,0.00030547],"domain_scores_gemma":[0.9909323,0.005719197,0.0006490402,0.002415658,0.0000361993,0.0002475904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002585912,0.003610839,0.00003320486,0.01092412,0.0004723289,0.0002218383,0.0005075965,0.0001063348,0.0811342,0.1619296,0.00459571,0.7362056],"study_design_scores_gemma":[0.000284818,0.0001336247,0.00003055021,0.0001870579,0.0004954948,0.00002945764,0.00001013544,0.0002438105,0.002229657,0.00007403009,0.9958946,0.0003868291],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006243536,0.990478,0.0002508809,0.0005474031,0.001036308,0.002702518,0.003154879,0.0001986604,0.001006999],"genre_scores_gemma":[0.00188818,0.995585,0.0001603561,0.0007541209,0.00003121647,0.0004729388,0.0001192525,0.0001122094,0.0008767652],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9912988,"threshold_uncertainty_score":0.9997891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3041707696","doi":"10.1093/braincomms/fcaa092","title":"Neural correlates of polygenic risk score for autism spectrum disorders in general population","year":2020,"lang":"en","type":"article","venue":"Brain Communications","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre; Montreal Neurological Institute and Hospital","funders":"MultiCare Institute for Research and Innovation; Eesti Teadusagentuur; Fondation Brain Canada","keywords":"Autism; Autism spectrum disorder; Precuneus; Population; Psychology; Neuroimaging; White matter; Neurocognitive; Neuroscience; Medicine; Psychiatry; Magnetic resonance imaging; Cognition","retraction":null,"screen_n_in":null,"score":{"opus":0.05986938391346799,"gpt":0.3294121967548469,"spread":0.2695428128413789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002010295,0.0001355702,0.0002028188,0.0001635484,0.0002875772,0.00003201056,0.001239996,0.00007044154,0.00004559792],"category_scores_gemma":[0.001133274,0.0001490179,0.0001123527,0.0008274755,0.0002321107,0.0001914491,0.0004406842,0.0004029773,0.0000165266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004870596,"about_ca_system_score_gemma":0.00005642536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001061953,"about_ca_topic_score_gemma":0.003111506,"domain_scores_codex":[0.9982867,0.0004338946,0.0004101662,0.0003266859,0.0002090752,0.0003334315],"domain_scores_gemma":[0.9975839,0.001130711,0.0001940439,0.0009963656,0.000003919061,0.00009109481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001169239,0.000360112,0.3795362,0.0000463015,0.00001340057,6.558436e-7,0.002406718,0.003452648,0.008022605,0.5999004,0.0002787868,0.005865308],"study_design_scores_gemma":[0.0009996961,0.0001754488,0.5088921,0.00001519227,0.00001103851,0.000002146207,0.00004911509,0.3830459,0.0008392973,0.1051539,0.0006092478,0.000206921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7941896,0.0003597797,0.00128507,0.2021433,0.00005549358,0.001096631,0.0001240998,0.00009456829,0.0006515284],"genre_scores_gemma":[0.9979839,0.0004015458,0.0009288607,0.0003901244,0.00001392146,0.0001153456,0.00005806487,0.00003349511,0.00007476556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4947465,"threshold_uncertainty_score":0.6076774,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3117672006","doi":"10.1093/braincomms/fcaa223","title":"Hyperperfusion in the thalamus on arterial spin labelling indicates non-convulsive status epilepticus","year":2020,"lang":"en","type":"article","venue":"Brain Communications","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Status epilepticus; Ictal; Electroencephalography; Thalamus; Medicine; Convulsion; Epilepsy; Anesthesia; Cardiology; Level of consciousness; Internal medicine; Radiology; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.06331413221084392,"gpt":0.3503339180398316,"spread":0.2870197858289877,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002596323,0.0001250135,0.0001950274,0.00008585166,0.0002281142,0.00003980657,0.0004931561,0.00005870226,0.00009739387],"category_scores_gemma":[0.0004225059,0.00008487749,0.00006441216,0.0003633628,0.0001608305,0.00004523282,0.0001657045,0.0004747894,0.0003128506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006502328,"about_ca_system_score_gemma":0.0001382644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001829539,"about_ca_topic_score_gemma":0.0001148308,"domain_scores_codex":[0.9987346,0.0002753763,0.0002379886,0.0001965825,0.000259724,0.0002957573],"domain_scores_gemma":[0.9976995,0.0009810427,0.00006109295,0.001032172,0.00004925669,0.0001769321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004728393,0.01460475,0.3424645,0.0004226481,0.0008504111,0.0009289441,0.1565719,0.0001901773,0.1986553,0.02580372,0.05219509,0.2025842],"study_design_scores_gemma":[0.01495911,0.004800644,0.8528079,0.0006277008,0.0001781,0.00006668559,0.01340855,0.01107776,0.008300583,0.001197698,0.09196146,0.0006138431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.856355,0.0004109103,0.00002960594,0.1327065,0.00002758246,0.0009321731,0.00003064498,0.00003658036,0.009471011],"genre_scores_gemma":[0.9924636,0.0008801849,0.001047467,0.00502956,0.00009597759,0.0001801312,0.0002355299,0.00001639444,0.00005111463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5103434,"threshold_uncertainty_score":0.4021165,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3168209799","doi":"10.1093/braincomms/fcab126","title":"Interactive rather than independent effect of <i>APOE</i> and sex potentiates tau deposition in women","year":2021,"lang":"en","type":"article","venue":"Brain Communications","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Douglas College","funders":"National Institute on Aging","keywords":"Apolipoprotein E; Dementia; Cohort; Psychology; Alzheimer's Disease Neuroimaging Initiative; Oncology; Internal medicine; Disease; Neuroimaging; Frontotemporal dementia; Medicine; Hippocampus; Neuroscience; Endocrinology","retraction":null,"screen_n_in":null,"score":{"opus":0.0168342911649679,"gpt":0.3293601129060789,"spread":0.312525821741111,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001878332,0.00007654793,0.0001658302,0.00007553166,0.00006483605,0.00001492471,0.0001004164,0.00003183147,0.00003713978],"category_scores_gemma":[0.0001660658,0.00006644673,0.00004053359,0.0001572471,0.00008652244,0.00007600783,0.0002022914,0.0001517154,0.000007570686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007975548,"about_ca_system_score_gemma":0.0001051991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000097295,"about_ca_topic_score_gemma":0.00008988907,"domain_scores_codex":[0.9991068,0.0003624104,0.0001374471,0.0001253869,0.0001334658,0.0001344818],"domain_scores_gemma":[0.9985326,0.0006146334,0.00004396272,0.0006232783,0.00005881412,0.0001267445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002554181,0.006520954,0.8782138,0.0005061852,0.01135846,0.000492719,0.01034712,0.00001295795,0.0273111,0.001033149,0.0008892018,0.06076012],"study_design_scores_gemma":[0.01296876,0.001329238,0.9135832,0.001208695,0.0006139677,0.0001348847,0.00413897,0.002209756,0.06128987,0.001598959,0.000562857,0.0003608771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874607,0.007349878,0.00003384044,0.003244831,0.000008755785,0.0003985929,0.00002658248,0.00001528803,0.001461533],"genre_scores_gemma":[0.9986436,0.0005812005,0.0002167302,0.0001495623,0.000005946666,0.0001521116,0.0001515927,0.00001045147,0.00008877607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06039925,"threshold_uncertainty_score":0.2709619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311493680","doi":"10.1093/braincomms/fcac329","title":"Changes in both top-down and bottom-up effective connectivity drive visual hallucinations in Parkinson’s disease","year":2022,"lang":"en","type":"article","venue":"Brain Communications","topic":"Hallucinations in medical conditions","field":"Neuroscience","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Institute for Advanced Research","funders":"UCLH Biomedical Research Centre; Australian Research Council; National Institute for Health and Care Research; Wellcome Trust","keywords":"Neuroscience; Psychology; Visual cortex; Visual Hallucination; Lateral geniculate nucleus; Parkinson's disease; Neuroimaging; Visual perception; Resting state fMRI; Cognitive psychology; Perception; Disease; Medicine; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.02982096100339897,"gpt":0.3342016385654958,"spread":0.3043806775620969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001053995,0.0001670275,0.0002128304,0.0006525001,0.001095903,0.0000593868,0.0008923509,0.00005275662,0.0002378448],"category_scores_gemma":[0.007037473,0.000201251,0.00004439068,0.001432795,0.0005044768,0.0002429536,0.001144679,0.0009565164,0.00001334962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004281948,"about_ca_system_score_gemma":0.0001861073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002193321,"about_ca_topic_score_gemma":0.005719902,"domain_scores_codex":[0.996004,0.002497846,0.0002943999,0.000508446,0.0003734607,0.0003218183],"domain_scores_gemma":[0.9922699,0.006334707,0.0001171134,0.001067801,0.00004011135,0.0001703577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001956615,0.008965532,0.1436378,0.0001318268,0.00004818596,0.0002026016,0.03011377,0.001519086,0.03495185,0.6867551,0.006720454,0.08675809],"study_design_scores_gemma":[0.002435443,0.0002302437,0.8499116,0.0000802119,0.00002792608,0.00002875798,0.002629429,0.04518103,0.0007167116,0.02090401,0.07727645,0.000578127],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8925482,0.0003604632,0.0006203512,0.09989711,0.000235274,0.002094057,0.0004164238,0.0001770075,0.003651104],"genre_scores_gemma":[0.9927232,0.0001801497,0.0003190561,0.002762726,0.00001974131,0.003570064,0.00007463989,0.00002298966,0.0003274495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7062739,"threshold_uncertainty_score":0.842891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323045268","doi":"10.1093/braincomms/fcad049","title":"Cognitive correlates of antisaccade behaviour across multiple neurodegenerative diseases","year":2023,"lang":"en","type":"article","venue":"Brain Communications","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Occupational Cancer Research Centre; McMaster University; Health Sciences Centre; University of Calgary; St Joseph's Health Care; Nova Scotia Health Authority; Western University; Toronto Dementia Research Alliance; Public Health Ontario; Parkwood Institute; London Health Sciences Centre; Toronto Western Hospital; Centre for Addiction and Mental Health; Ottawa Hospital; Bruyère; University Health Network; St. Michael's Hospital; Sunnybrook Health Science Centre; Dalhousie University; University of Ottawa; Baycrest Hospital; University of Toronto; Thunder Bay Regional Research Institute; Queen's University","funders":"Baycrest Foundation; Faculty of Health Sciences, Queen's University; Temerty Family Foundation; London Health Sciences Foundation; Bruyère Research Institute; Queen's University; Canada Research Chairs; Government of Ontario; Canadian Institutes of Health Research; Parkinson Canada; Centre for Addiction and Mental Health Foundation; McMaster University; ALS Association; London Health Sciences Centre; Faculdade de Ciências da Saúde, Universidade de Macau; Ontario Brain Institute; University of Ottawa; Thunder Bay Regional Health Sciences Centre","keywords":"Saccade; Neuropsychology; Dementia; Psychology; Frontotemporal dementia; Cognition; Disease; Audiology; Amyotrophic lateral sclerosis; Antisaccade task; Neuropsychological test; Cognitive decline; Physical medicine and rehabilitation; Neuroscience; Eye movement; Medicine; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.04328467661316732,"gpt":0.3588605261763423,"spread":0.315575849563175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009856571,0.000100573,0.0001948673,0.00007452696,0.0002550931,0.0000107076,0.0002585406,0.00005656229,0.00002462088],"category_scores_gemma":[0.001000669,0.00009132193,0.0001094007,0.0004839994,0.000408662,0.00005055438,0.0002660186,0.0001935078,0.00008270325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009212384,"about_ca_system_score_gemma":0.00005547034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008377788,"about_ca_topic_score_gemma":0.0001056075,"domain_scores_codex":[0.9991811,0.0001275648,0.0002251072,0.0001463589,0.0001348156,0.0001850592],"domain_scores_gemma":[0.9978705,0.001128313,0.00008899276,0.0006561334,0.0001677887,0.00008827377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007179842,0.000410291,0.9879025,0.00003088418,0.00005927819,0.000008710457,0.001952935,0.000004298841,0.003255382,0.0004864122,0.00359288,0.002224603],"study_design_scores_gemma":[0.0009926817,0.0001327506,0.9904612,0.0001235428,0.00009883715,0.00001120679,0.004100698,0.002352771,0.0007365046,0.0001000451,0.0007971777,0.00009256246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911707,0.0008590823,0.00005966155,0.006255053,0.00005607061,0.0004051834,0.0003705192,0.0001309677,0.0006927805],"genre_scores_gemma":[0.9971378,0.0004803462,0.0001737471,0.0002869416,0.00001303886,0.00006425447,0.0008063762,0.00002105255,0.001016388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005968112,"threshold_uncertainty_score":0.3724,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391594268","doi":"10.1093/braincomms/fcae031","title":"Tau accumulation and its spatial progression across the Alzheimer’s disease spectrum","year":2023,"lang":"en","type":"article","venue":"Brain Communications","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University; Douglas Mental Health University Institute","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; IXICO; Servier; Lundbeckfonden; Janssen Alzheimer Immunotherapy Research And Development; Northern California Institute for Research and Education; Pfizer; Novartis Pharmaceuticals Corporation; University of Southern California; Biogen; Takeda Pharmaceutical Company; AbbVie; National Institute on Aging; Fujirebio Europe; Alzheimer's Association; Alzheimer's Drug Discovery Foundation; Merck; Eli Lilly and Company; GE Healthcare; BioClinica; Alzheimer's Disease Neuroimaging Initiative","keywords":"Disease; Alzheimer's disease; Neuroscience; Psychology; Medicine; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.1481420816966812,"gpt":0.4589975055736114,"spread":0.3108554238769302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000293604,0.0001189197,0.0001138449,0.00006075262,0.0008449623,0.0000635385,0.0003017955,0.00003506144,0.00004216639],"category_scores_gemma":[0.0002883766,0.00008204887,0.00006642348,0.0003590845,0.0002024577,0.0001146123,0.000517905,0.000183542,0.000255417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002837484,"about_ca_system_score_gemma":0.0001777523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005802381,"about_ca_topic_score_gemma":0.00008320103,"domain_scores_codex":[0.998839,0.0001848494,0.0001647631,0.0001986818,0.0003118515,0.0003008895],"domain_scores_gemma":[0.9977587,0.0004406176,0.00005807931,0.001279486,0.00007275044,0.0003903779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002951927,0.004800532,0.6522794,0.0003292765,0.01295321,0.0004691583,0.006597609,0.0001999355,0.0004769965,0.02678551,0.0480977,0.2440587],"study_design_scores_gemma":[0.001113375,0.00007047808,0.9579715,0.0001077138,0.0003358035,0.000005718668,0.000149529,0.03151886,0.00007621229,0.001519719,0.007016492,0.0001145843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6171833,0.04684029,0.00004256461,0.3306976,0.000091186,0.003353184,0.0003322118,0.0005209898,0.0009386528],"genre_scores_gemma":[0.996964,0.001330093,0.00006425902,0.0003278893,0.00007384554,0.0002952458,0.0008017188,0.00002327388,0.0001197117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3797806,"threshold_uncertainty_score":0.6498852,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3165123812","doi":"10.1093/braincomms/fcab110","title":"Generative lesion pattern decomposition of cognitive impairment after stroke","year":2021,"lang":"en","type":"article","venue":"Brain Communications","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Mila - Quebec Artificial Intelligence Institute; Montreal Neurological Institute and Hospital","funders":"National Institute on Aging; Canadian Institutes of Health Research; Canada First Research Excellence Fund; Health Canada; National Institutes of Health; Fondation Brain Canada; National Institute of Neurological Disorders and Stroke; Canadian Institute for Advanced Research","keywords":"Lesion; Cognition; Psychology; Lateralization of brain function; Stroke (engine); Neuropsychology; Neuroscience; Supramarginal gyrus; Sequela; Angular gyrus; Brain damage; Audiology; Cognitive psychology; Medicine; Psychiatry; Functional magnetic resonance imaging","retraction":null,"screen_n_in":null,"score":{"opus":0.05629263305901071,"gpt":0.3615175962248696,"spread":0.3052249631658589,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001020085,0.00008160822,0.0001118481,0.00004676139,0.0001535924,0.00001689271,0.0002781533,0.00004519958,0.0001353504],"category_scores_gemma":[0.0003386851,0.00007769807,0.00006872971,0.0001257423,0.0002056313,0.00006826053,0.0003242318,0.0001416745,0.00002692895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001478183,"about_ca_system_score_gemma":0.00005220164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001431212,"about_ca_topic_score_gemma":0.000101335,"domain_scores_codex":[0.9987823,0.000612194,0.0001985404,0.0002037551,0.00008814617,0.0001150961],"domain_scores_gemma":[0.9979073,0.001235806,0.00009063228,0.0006362768,0.00009598121,0.00003400349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002245732,0.0004485794,0.0008681222,0.00000741838,0.00001129642,0.00009431178,0.002442856,0.000002113919,0.9895788,0.0002019956,0.0002437889,0.006078255],"study_design_scores_gemma":[0.0005099124,0.0001210673,0.005252131,0.00008608565,0.00002258829,0.0001610029,0.0005232156,0.0002253387,0.9921339,0.0002711183,0.0005643219,0.0001293833],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905113,0.0003513067,0.001028154,0.006467239,0.00006037247,0.0001758445,0.0002174716,0.00003116096,0.001157132],"genre_scores_gemma":[0.9931976,0.0001382494,0.000770127,0.005416234,0.00002309838,0.00004698125,0.00008706411,0.000008217132,0.0003123985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005948872,"threshold_uncertainty_score":0.3168435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4287378024","doi":"10.1093/braincomms/fcac193","title":"Causal links among amyloid, tau, and neurodegeneration","year":2022,"lang":"en","type":"article","venue":"Brain Communications","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; Genentech; Takeda Pharmaceutical Company; IXICO; H. Lundbeck A/S; Servier; Northern California Institute for Research and Education; Eisai Incorporated; DoD Alzheimer's Disease Neuroimaging Initiative; BioClinica; Biogen; Pfizer; Novartis Pharmaceuticals Corporation; Roche; University of Southern California; U.S. Department of Defense; Eli Lilly and Company; GE Healthcare; Merck; National Institute on Aging; Alzheimer's Association; Foundation for the National Institutes of Health","keywords":"Neurodegeneration; Entorhinal cortex; Neuroscience; Alzheimer's Disease Neuroimaging Initiative; Tauopathy; Temporal lobe; Psychology; Neuroimaging; Temporal cortex; Dementia; Amyloid (mycology); Neocortex; Alzheimer's disease; Medicine; Hippocampus; Disease; Internal medicine; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.03554375990609267,"gpt":0.3311691933053319,"spread":0.2956254333992392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003808285,0.00006196403,0.00008464977,0.0001029792,0.0006757678,0.00003702049,0.0002024395,0.00002904924,0.0004606825],"category_scores_gemma":[0.0001426863,0.00006547066,0.00003071301,0.0002131964,0.0001500699,0.00007196998,0.0006197251,0.0005069269,0.0000119434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005404223,"about_ca_system_score_gemma":0.00007473675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001194467,"about_ca_topic_score_gemma":0.0001275584,"domain_scores_codex":[0.999072,0.0002917343,0.0001364028,0.000139076,0.0002249823,0.0001358293],"domain_scores_gemma":[0.9989273,0.0001853892,0.00003561437,0.0006844489,0.00008143262,0.00008582576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00011501,0.00138975,0.799834,0.00005114633,0.0001525253,0.00002282866,0.001311833,0.0000221102,0.02647994,0.01252779,0.08488543,0.07320764],"study_design_scores_gemma":[0.001334135,0.0004676291,0.8249073,0.00001224174,0.00005890995,0.00006913427,0.0007258581,0.00412804,0.0006280525,0.0004993592,0.1670379,0.000131463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9267212,0.0005230912,0.0004246335,0.05259822,0.00004094288,0.0005626516,0.00002217792,0.00006579429,0.01904136],"genre_scores_gemma":[0.9900236,0.000116333,0.00045698,0.002700804,0.00002992087,0.0002906281,0.0003099667,0.0000126375,0.00605911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08215243,"threshold_uncertainty_score":0.5197528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3154044939","doi":"10.1093/braincomms/fcab075","title":"International retrospective natural history study of <i>LMNA</i>-related congenital muscular dystrophy","year":2021,"lang":"en","type":"article","venue":"Brain Communications","topic":"Nuclear Structure and Function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Institutes of Health; National Institute of Neurological Disorders and Stroke; Institut National de la Santé et de la Recherche Médicale; National Institute for Health and Care Research; Cedars-Sinai Medical Center","keywords":"Natural history; LMNA; Natural history study; Medicine; Pediatrics; Retrospective cohort study; Cohort; Age of onset; Muscular dystrophy; Clinical trial; Internal medicine; Disease","retraction":null,"screen_n_in":null,"score":{"opus":0.009725559768410677,"gpt":0.2414728810824333,"spread":0.2317473213140226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007445989,0.00007851543,0.000095704,0.00003490489,0.00007236173,0.000008037875,0.0003677353,0.00006875387,0.00009683668],"category_scores_gemma":[0.0001568742,0.00008439066,0.00007696436,0.00008317921,0.0001037166,0.000005668901,0.0003058795,0.0001540088,0.000004975185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005834698,"about_ca_system_score_gemma":0.00005825839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004023606,"about_ca_topic_score_gemma":0.0001602808,"domain_scores_codex":[0.9993225,0.0001282829,0.0001828826,0.0001812484,0.0001123225,0.00007278303],"domain_scores_gemma":[0.9986485,0.00001941197,0.00008939886,0.0009617507,0.000256261,0.00002471503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006992464,0.0008142346,0.006742592,0.000005301691,0.0008948142,0.000006975982,0.001321434,0.00002269862,0.9666043,0.002797396,0.01761867,0.003101647],"study_design_scores_gemma":[0.002847649,0.0006150576,0.1340343,0.00001296181,0.0001341401,0.00008021636,0.00306221,0.0004369447,0.008131265,0.0002830956,0.8499732,0.0003889675],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808588,0.001669291,0.00004707111,0.0008016354,0.0006326863,0.0001518204,0.00001943048,0.00001692468,0.01580236],"genre_scores_gemma":[0.9966805,0.00008604767,0.0008450592,0.0001640295,0.00005694396,0.0000112333,0.0003357402,0.00001344604,0.001806999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.958473,"threshold_uncertainty_score":0.3441351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400412010","doi":"10.1093/braincomms/fcae231","title":"Excitation/Inhibition balance relates to cognitive function and gene expression in temporal lobe epilepsy: a high density EEG assessment with aperiodic exponent","year":2024,"lang":"en","type":"article","venue":"Brain Communications","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; McGill University; Montreal Neurological Institute and Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Alliance de recherche numérique du Canada; Ministero della Salute; Academic Medical Organization of Southwestern Ontario","keywords":"Epilepsy; Electroencephalography; Temporal lobe; Aperiodic graph; Neuroscience; Psychology; Balance (ability); Idiopathic generalized epilepsy; Audiology; Physics; Medicine; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.05256424433162006,"gpt":0.3572714732367422,"spread":0.3047072289051222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003958572,0.0001400147,0.0001360797,0.000294816,0.0005158212,0.0001735805,0.000269529,0.00005075665,0.00002583001],"category_scores_gemma":[0.0003469458,0.0001244906,0.00002320234,0.0009092573,0.000388917,0.0004434856,0.0003632241,0.0004650744,0.00004703407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006665244,"about_ca_system_score_gemma":0.000134525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003600081,"about_ca_topic_score_gemma":0.00006048508,"domain_scores_codex":[0.9979554,0.0007102248,0.0002264453,0.0005566956,0.0002958145,0.0002553718],"domain_scores_gemma":[0.9977155,0.001592136,0.00005079666,0.0004602833,0.00005981473,0.0001215126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009296315,0.0001695669,0.004879285,0.00001663288,0.000002332023,0.00004939939,0.0004032541,0.00001749618,0.9922235,0.001065489,0.0003644548,0.0007156202],"study_design_scores_gemma":[0.002163545,0.001214219,0.4877755,0.0007461647,0.00004466593,0.0001664185,0.0005870824,0.0100862,0.4910652,0.003629857,0.001953069,0.0005681464],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826379,0.0001388429,0.002528902,0.0135598,0.0001187094,0.0007112445,0.00002968595,0.0001131725,0.0001617852],"genre_scores_gemma":[0.9958318,0.0003066964,0.0008202142,0.002441057,0.00001662482,0.0003686858,0.00001836449,0.00001933981,0.0001771593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5011584,"threshold_uncertainty_score":0.5076579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3125392836","doi":"10.1093/braincomms/fcaa234","title":"<i>Mir21</i> modulates inflammation and sensorimotor deficits in cervical myelopathy: data from humans and animal models","year":2021,"lang":"en","type":"article","venue":"Brain Communications","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of Ottawa; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Myelopathy; Medicine; Spinal cord; Inflammation; Biomarker; Degenerative disease; Central nervous system disease; Pathophysiology; Internal medicine; Pathology; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.1584529193717406,"gpt":0.3919091597941666,"spread":0.233456240422426,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003629841,0.0001103539,0.0002155913,0.0001040107,0.0001579855,0.0000687252,0.0004105509,0.00009270637,0.00003785942],"category_scores_gemma":[0.0006400003,0.0001173449,0.00001682576,0.0002799506,0.0001572379,0.0003102511,0.001418112,0.0003715793,0.00001312826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004213169,"about_ca_system_score_gemma":0.0001438688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003789648,"about_ca_topic_score_gemma":0.001513436,"domain_scores_codex":[0.9987342,0.0002480346,0.0002954784,0.0003397152,0.0002064547,0.0001761681],"domain_scores_gemma":[0.9967388,0.0006682249,0.00004618609,0.002273151,0.000162214,0.0001114576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001872157,0.001237226,0.204784,0.0004861316,0.0003041085,0.0002029148,0.004401821,0.00009023368,0.6846454,0.03994806,0.006466953,0.05556098],"study_design_scores_gemma":[0.002308952,0.0003267742,0.5634442,0.000314517,0.0000861489,0.00009019501,0.00126598,0.4110189,0.002429291,0.007100291,0.01127607,0.000338687],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685101,0.004223184,0.0002179268,0.02463375,0.00001128309,0.0003236385,0.0001375532,0.00004223929,0.00190034],"genre_scores_gemma":[0.9840841,0.001567423,0.0125836,0.0003948328,0.00005324623,0.00002922915,0.001146068,0.00002095903,0.0001205373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6822161,"threshold_uncertainty_score":0.4785184,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225532492","doi":"10.1093/braincomms/fcac072","title":"Neurochemical and cognitive changes precede structural abnormalities in the TgF344-AD rat model","year":2022,"lang":"en","type":"article","venue":"Brain Communications","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Neuropathology; Tauopathy; Hippocampus; Neuroscience; Neurochemical; Entorhinal cortex; Psychology; Atrophy; Morris water navigation task; Neurodegeneration; Dentate gyrus; Gliosis; Medicine; Pathology; Internal medicine; Endocrinology; Disease","retraction":null,"screen_n_in":null,"score":{"opus":0.07658607866534606,"gpt":0.3657406738125004,"spread":0.2891545951471544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001636602,0.00007840757,0.00009541451,0.00006191961,0.0004203768,0.00002184952,0.0002791425,0.00001432682,0.0000422882],"category_scores_gemma":[0.0001410746,0.0000596408,0.00002796135,0.0001442859,0.0002159649,0.00004795322,0.0004406509,0.000305428,0.000002314343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003112204,"about_ca_system_score_gemma":0.0001075587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003891574,"about_ca_topic_score_gemma":0.0001325378,"domain_scores_codex":[0.9991118,0.0002998621,0.00009228205,0.0001203109,0.0002110156,0.0001647793],"domain_scores_gemma":[0.9986758,0.0006155644,0.00002589141,0.0005552988,0.00003707851,0.00009038619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01206439,0.01409966,0.4330753,0.001171962,0.01702559,0.0008609628,0.2560369,0.0008178987,0.00789737,0.1058579,0.05847671,0.0926154],"study_design_scores_gemma":[0.01986619,0.001994964,0.559303,0.0004072346,0.00236505,0.001193804,0.08162602,0.2819421,0.0009144265,0.0362877,0.01269168,0.001407856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9090576,0.01336368,0.000007336862,0.07310621,0.00001300556,0.0009019343,0.0002318129,0.00003555655,0.003282869],"genre_scores_gemma":[0.9967561,0.0003597025,0.0001715739,0.001633487,0.000008875381,0.0005375853,0.00038706,0.000009437656,0.0001361639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2811242,"threshold_uncertainty_score":0.3233241,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2998859235","doi":"10.1093/braincomms/fcz052","title":"Neuron-autonomous susceptibility to induced synuclein aggregation is exacerbated by endogenous Lrrk2 mutations and ameliorated by Lrrk2 genetic knock-out","year":2020,"lang":"en","type":"article","venue":"Brain Communications","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University; University of British Columbia","funders":"Parkinson Canada","keywords":"LRRK2; Endogeny; Gene knockin; Neuroscience; Mutation; Neuron; Biology; Cell biology; Genetics; Gene; Biochemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.0647134388468275,"gpt":0.2974366457192447,"spread":0.2327232068724172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001114721,0.0002723403,0.0003394837,0.00009650426,0.0004498236,0.00008057509,0.0003695724,0.0001211899,0.0001474758],"category_scores_gemma":[0.0003771134,0.0002895657,0.00007907287,0.000572812,0.0001109994,0.0001034259,0.0002610304,0.0002473357,0.0001978807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001429372,"about_ca_system_score_gemma":0.0001847313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004161048,"about_ca_topic_score_gemma":0.0001034931,"domain_scores_codex":[0.9982062,0.0002848431,0.0004335045,0.0005469728,0.0002264829,0.0003020237],"domain_scores_gemma":[0.9974236,0.0002304829,0.0001533216,0.001394203,0.00019291,0.000605444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002645468,0.002147983,0.006573733,0.00009363486,0.0004879611,0.00003956596,0.008155519,0.00002803789,0.8883606,0.0001306888,0.04541856,0.0482992],"study_design_scores_gemma":[0.02503096,0.009884357,0.1157224,0.0005352431,0.003334016,0.0002859755,0.005269187,0.06479279,0.2684092,0.0015064,0.5014847,0.003744758],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519186,0.00173401,0.00078552,0.04222512,0.00003763954,0.001618391,0.0007429817,0.0002704675,0.0006672863],"genre_scores_gemma":[0.9884061,0.0002295686,0.002705938,0.007051131,0.00002129524,0.0002206984,0.001081436,0.0000567129,0.0002270827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6199514,"threshold_uncertainty_score":0.9999557,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3196595545","doi":"10.1093/braincomms/fcab176","title":"Abnormalities in normal-appearing white matter from which multiple sclerosis lesions arise","year":2021,"lang":"en","type":"article","venue":"Brain Communications","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; McGill University; NeuroRx Research (Canada)","funders":"Biogen","keywords":"White matter; Multiple sclerosis; Lesion; Medicine; Pathology; Grey matter; Hyperintensity; Magnetic resonance imaging; Radiology","retraction":null,"screen_n_in":null,"score":{"opus":0.1321501769142261,"gpt":0.3319041610423953,"spread":0.1997539841281692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000444115,0.000195265,0.0003887924,0.0002134146,0.0004799942,0.00009547012,0.0006026042,0.0001116484,0.0009264458],"category_scores_gemma":[0.00202027,0.0002024405,0.0001177228,0.0007885491,0.0002309909,0.0002282974,0.001615539,0.0006898919,0.0003740492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001691355,"about_ca_system_score_gemma":0.0002206865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002447508,"about_ca_topic_score_gemma":0.02143347,"domain_scores_codex":[0.997892,0.0004369059,0.0005166383,0.0003485742,0.0003479555,0.0004579632],"domain_scores_gemma":[0.9947731,0.001837111,0.00008175707,0.00273617,0.0003898819,0.0001819189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003734541,0.0005485803,0.9638327,0.00005714039,0.0001224761,0.000008161151,0.00400914,0.00006956173,0.01124639,0.0001802995,0.01703059,0.002857554],"study_design_scores_gemma":[0.001502812,0.00001574372,0.975954,0.0005161742,0.00002690992,0.00000630282,0.003298455,0.00285733,0.0008383729,0.00007581807,0.01471732,0.0001907724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7579274,0.00428089,0.0003621697,0.1675062,0.0001197448,0.0009131081,0.0003526169,0.0002090855,0.06832886],"genre_scores_gemma":[0.9786698,0.002857935,0.01314932,0.00178329,0.00006517648,0.0002727137,0.0004593644,0.00003909765,0.002703351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2207424,"threshold_uncertainty_score":0.9999868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2977827226","doi":"10.1093/braincomms/fcz021","title":"Novel strain analysis informs about injury susceptibility of the corpus callosum to repeated impacts","year":2019,"lang":"en","type":"article","venue":"Brain Communications","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Queen's University","funders":"Southeastern Ontario Academic Medical Organization","keywords":"Corpus callosum; Fractional anisotropy; White matter; Diffusion MRI; Concussion; Magnetic resonance imaging; Voxel; Medicine; Cardiology; Anatomy; Internal medicine; Poison control; Injury prevention; Radiology","retraction":null,"screen_n_in":null,"score":{"opus":0.06991304320405768,"gpt":0.3810580807203671,"spread":0.3111450375163095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001572971,0.0001647991,0.000479719,0.0003566506,0.000159356,0.0000323892,0.00150016,0.0001272615,0.0003976114],"category_scores_gemma":[0.00265384,0.0001158271,0.0003251387,0.002732215,0.0003715648,0.0001021802,0.0008044569,0.0005273245,0.00009409248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001910134,"about_ca_system_score_gemma":0.0004513553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009726022,"about_ca_topic_score_gemma":0.002494937,"domain_scores_codex":[0.9978852,0.0002187573,0.0007301441,0.0002555317,0.0005691617,0.000341195],"domain_scores_gemma":[0.9911984,0.001032277,0.0002306332,0.006838637,0.0004587962,0.0002412222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003574411,0.001300271,0.6275981,0.0002704048,0.001861253,5.531437e-7,0.004933921,0.0001504841,0.3374693,0.006382602,0.005610219,0.01406541],"study_design_scores_gemma":[0.0007630496,0.0002272608,0.9914715,0.0001263929,0.0002103682,0.000007138245,0.0005139448,0.001303417,0.001295992,0.000109369,0.003838049,0.0001334681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651623,0.00005819139,0.0003905616,0.02353199,0.0000505632,0.001718163,0.0004707476,0.00007289922,0.008544626],"genre_scores_gemma":[0.9911318,0.00001644022,0.004894564,0.001468164,0.00001287862,0.00005088251,0.0001620935,0.00002172886,0.002241464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3638734,"threshold_uncertainty_score":0.4723291,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205966685","doi":"10.1093/braincomms/fcab245","title":"Variants in <i>ATP6V0A1</i> cause progressive myoclonus epilepsy and developmental and epileptic encephalopathy","year":2021,"lang":"en","type":"article","venue":"Brain Communications","topic":"Genetics and Neurodevelopmental Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation; Mount Sinai Hospital","funders":"National Institute on Aging; National Institutes of Health; Action Medical Research; Wellcome Trust","keywords":"Epilepsy; Myoclonus; Progressive myoclonus epilepsy; Encephalopathy; Neuroscience; Psychology; Medicine; Pediatrics; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.01813432585595155,"gpt":0.2641231673334403,"spread":0.2459888414774888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001129866,0.0001211238,0.0001054159,0.00003819935,0.0001540742,0.00003935235,0.0002161002,0.00007303447,0.00001285269],"category_scores_gemma":[0.0001816335,0.0001366635,0.00001795461,0.0001379173,0.0001828766,0.000005473864,0.0006851847,0.0001009116,0.000004406078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001115382,"about_ca_system_score_gemma":0.0001503294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009185905,"about_ca_topic_score_gemma":0.0004589838,"domain_scores_codex":[0.999146,0.0001235945,0.0001949836,0.000294242,0.0000662317,0.0001749536],"domain_scores_gemma":[0.9993285,0.00005760383,0.0000442405,0.0004489926,0.00004593422,0.00007473212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000392088,0.0006106365,0.1411981,0.00006211615,0.0001179941,0.0001257685,0.002716019,0.000007941484,0.8191354,0.001085084,0.002799288,0.03210246],"study_design_scores_gemma":[0.001495406,0.0001198082,0.9542499,0.00007831016,0.00001737653,0.0005551409,0.002132057,0.0001075222,0.01480506,0.0005806749,0.02536841,0.0004903466],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990846,0.005533522,0.00003204291,0.001945832,0.00003040458,0.0001831177,0.00002019802,0.000007497739,0.001401424],"genre_scores_gemma":[0.9864065,0.004218577,0.00773789,0.00114696,0.000005333837,0.00006955006,0.0001818617,0.00001622561,0.0002170909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8130518,"threshold_uncertainty_score":0.5572975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362596377","doi":"10.1093/braincomms/fcad110","title":"Multi-omic integration via similarity network fusion to detect molecular subtypes of ageing","year":2023,"lang":"en","type":"article","venue":"Brain Communications","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canada Research Chairs; University of Toronto; Public Health Ontario; Centre for Addiction and Mental Health","funders":"National Institute on Aging; Canadian Institutes of Health Research; Centre for Addiction and Mental Health; Rush University; National Institutes of Health; Krembil Foundation; Foundation for the National Institutes of Health","keywords":"Subtyping; Computational biology; DNA methylation; Biology; Histone; Modalities; Bioinformatics; Genetics; DNA; Computer science; Gene; Gene expression","retraction":null,"screen_n_in":null,"score":{"opus":0.02239584077865744,"gpt":0.2864782792495248,"spread":0.2640824384708673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044653,0.0001026019,0.0001170039,0.00005764527,0.0001683701,0.0000177245,0.0005462469,0.00012278,0.000005210138],"category_scores_gemma":[0.0001345825,0.000106201,0.00007864474,0.0003194782,0.00006233605,0.000003926151,0.0005948619,0.0001203179,0.00002587363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001216989,"about_ca_system_score_gemma":0.00003510129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004246385,"about_ca_topic_score_gemma":0.0005055814,"domain_scores_codex":[0.999229,0.0001000982,0.0002775961,0.0001385356,0.00007040454,0.0001843633],"domain_scores_gemma":[0.9985449,0.00006458817,0.00009932244,0.001149685,0.00008230882,0.00005916323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002804314,0.00003543234,0.0001917504,0.00001669656,0.00004986598,7.837959e-7,0.0002830144,0.009467612,0.9212441,0.0004187929,0.01568254,0.05258137],"study_design_scores_gemma":[0.002155669,0.000759951,0.03756556,0.0003293115,0.000119143,0.00001949911,0.0005826463,0.505011,0.1882691,0.008708694,0.2550421,0.001437257],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3957956,0.001296114,0.5939191,0.006360105,0.0002150986,0.000805926,0.00004714811,0.00009104871,0.001469892],"genre_scores_gemma":[0.9563299,0.0002135595,0.04185298,0.0009028676,0.00004837339,0.00003488156,0.0004367238,0.00001769855,0.0001630386],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.732975,"threshold_uncertainty_score":0.433075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3081060264","doi":"10.1093/braincomms/fcaa122","title":"Analysis of brain atrophy and local gene expression in genetic frontotemporal dementia","year":2020,"lang":"en","type":"article","venue":"Brain Communications","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Western University; Montreal Neurological Institute and Hospital; University of Toronto; Occupational Cancer Research Centre; Health Sciences Centre; McGill University Health Centre; Sunnybrook Health Science Centre; Université Laval","funders":"Medical Research Council; Ministero della Salute; European Commission; Alzheimer's Society; Brain Research Trust; Wolfson Foundation; National Institute for Health and Care Research","keywords":"C9orf72; Frontotemporal dementia; Atrophy; Biology; Frontotemporal lobar degeneration; Genetics; Gene; Dementia; Neuroscience; Pathology; Medicine; Disease","retraction":null,"screen_n_in":null,"score":{"opus":0.05015713137409337,"gpt":0.3400875210267256,"spread":0.2899303896526322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008976096,0.00008233389,0.0002361838,0.0001631397,0.0000663703,0.000008308099,0.000198223,0.00003365155,0.0000765404],"category_scores_gemma":[0.0001028171,0.00007570565,0.00008853579,0.000516724,0.0001790292,0.00004203901,0.0002487221,0.0001048606,0.000006813067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002348518,"about_ca_system_score_gemma":0.0000988396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001674718,"about_ca_topic_score_gemma":0.0001383474,"domain_scores_codex":[0.9991072,0.0001800553,0.0002363851,0.0001687257,0.0001761377,0.00013146],"domain_scores_gemma":[0.9986812,0.0001808429,0.00005838513,0.0007582582,0.00004748814,0.0002738048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002167879,0.0005187517,0.9822503,0.00003919001,0.007188103,0.00002995269,0.0006338513,0.0001421861,0.002429909,0.00008177909,0.001132073,0.005337158],"study_design_scores_gemma":[0.001361073,0.0001272014,0.9692903,0.00003548734,0.001402168,0.000001002027,0.0001588416,0.02657059,0.0002251608,0.00008034283,0.0006717712,0.00007601807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8888608,0.05904011,0.006281666,0.04438446,0.000006756356,0.0007107066,0.0001311334,0.00004049608,0.0005438934],"genre_scores_gemma":[0.98898,0.0004972785,0.009571728,0.0006123969,0.00000836001,0.00003549014,0.0002775959,0.000009580985,0.000007552643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1001192,"threshold_uncertainty_score":0.3087187,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224270393","doi":"10.1093/braincomms/fcac092","title":"Identifying the neural network for neuromodulation in epilepsy through connectomics and graphs","year":2022,"lang":"en","type":"article","venue":"Brain Communications","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; Krembil Foundation; Western University; University of Manitoba; Toronto Western Hospital; University Health Network; University of Toronto; Health Sciences Centre","funders":"","keywords":"Deep brain stimulation; Neuroscience; Epilepsy; Connectome; Hippocampal sclerosis; Psychology; Connectomics; Vagus nerve stimulation; Medicine; Parkinson's disease; Stimulation; Temporal lobe; Functional connectivity; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.131907334943673,"gpt":0.3328467071261677,"spread":0.2009393721824947,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006917351,0.0001029452,0.0001247217,0.00006126528,0.002469986,0.00006703994,0.0007113581,0.00001928101,0.000009562978],"category_scores_gemma":[0.004383963,0.00009906434,0.00005828283,0.0006447661,0.0002614258,0.000206357,0.001032162,0.0003315595,0.000001292662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005122595,"about_ca_system_score_gemma":0.00002434945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007142586,"about_ca_topic_score_gemma":0.0004115142,"domain_scores_codex":[0.9983068,0.0007882059,0.0002269719,0.0003048846,0.0001581247,0.0002150889],"domain_scores_gemma":[0.9746984,0.02425981,0.0001126144,0.0008853095,0.00002633337,0.00001755016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001043234,0.0002298855,0.01282693,0.00002251281,0.00002247131,0.000002337975,0.005499905,0.03716753,0.009368489,0.8997784,0.0304517,0.00452555],"study_design_scores_gemma":[0.001636378,0.0002197161,0.08639027,0.00001920757,0.0000317092,0.0001017888,0.002350224,0.2558569,0.0002908178,0.4721565,0.1804812,0.0004652856],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6973563,0.001563036,0.002169444,0.2941327,0.0009143959,0.002156411,0.0001483991,0.00018366,0.001375703],"genre_scores_gemma":[0.9845566,0.0001264118,0.001098495,0.01330258,0.00003616959,0.0007691721,0.00001881975,0.00001880486,0.00007300269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4276218,"threshold_uncertainty_score":0.9988286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392532935","doi":"10.1093/braincomms/fcae083","title":"Linking sarcopenia, brain structure and cognitive performance: a large-scale UK Biobank study","year":2024,"lang":"en","type":"article","venue":"Brain Communications","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"Helse Sør-Øst RHF; European Research Council; Norges Forskningsråd; Universitetet i Oslo; European Commission; Horizon 2020 Framework Programme; UK Research and Innovation; H2020 Marie Skłodowska-Curie Actions; Bundesministerium für Bildung und Forschung; HORIZON EUROPE Framework Programme; Government of the United Kingdom","keywords":"Sarcopenia; Fractional anisotropy; Effects of sleep deprivation on cognitive performance; Cognition; Magnetic resonance imaging; White matter; Sarcopenic obesity; Confounding; Cognitive decline; Cognitive test; Functional magnetic resonance imaging; Medicine; Diffusion MRI; Psychology; Gerontology; Physical medicine and rehabilitation; Dementia; Internal medicine; Neuroscience; Disease","retraction":null,"screen_n_in":null,"score":{"opus":0.04816815299512806,"gpt":0.3866897649508452,"spread":0.3385216119557172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005313869,0.0001260811,0.0002066705,0.0002002746,0.0005494528,0.00009273533,0.0002013496,0.00007684822,0.0002457345],"category_scores_gemma":[0.0001224046,0.000117286,0.0000383267,0.0004130832,0.0001298973,0.00009872928,0.0002742171,0.0006204669,0.00004049888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004634818,"about_ca_system_score_gemma":0.0001360459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002041897,"about_ca_topic_score_gemma":0.0002302119,"domain_scores_codex":[0.9989334,0.000158314,0.0002775847,0.0002373696,0.0001649877,0.0002282883],"domain_scores_gemma":[0.9983482,0.0006936226,0.00004010485,0.0006820082,0.0001042144,0.0001318527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002788521,0.002059987,0.6285665,0.003700247,0.0005294695,0.00007289083,0.08707151,0.000001385932,0.00396859,0.00662822,0.04522098,0.2219014],"study_design_scores_gemma":[0.00940168,0.001304865,0.5045537,0.008302808,0.0005508143,0.0005323384,0.02648309,0.02858027,0.0003839545,0.002613301,0.4164946,0.0007986318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9213313,0.01002531,0.0002902464,0.06229139,0.0001493596,0.001360957,0.00014158,0.0002502213,0.004159658],"genre_scores_gemma":[0.9893326,0.0005657056,0.002956901,0.005870918,0.0001149374,0.00007371337,0.0002173381,0.0000266414,0.0008412149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3712736,"threshold_uncertainty_score":0.4782783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323045437","doi":"10.1093/braincomms/fcad048","title":"Uncovering spatiotemporal patterns of atrophy in progressive supranuclear palsy using unsupervised machine learning","year":2023,"lang":"en","type":"article","venue":"Brain Communications","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Occupational Cancer Research Centre; University of Toronto","funders":"National Institute on Aging; NIHR Cambridge Biomedical Research Centre; Medical Research Council; Evelyn Trust; University of California, San Francisco; National Institutes of Health; Wolfson Foundation; University College London; National Institute of Mental Health; UK Dementia Research Institute; National Institute for Health and Care Research; Brain Research UK; Wellcome Trust; Alzheimer's Society; Engineering and Physical Sciences Research Council; UK Research and Innovation","keywords":"Progressive supranuclear palsy; Corticobasal degeneration; Atrophy; Parkinsonism; Psychology; Pathology; Medicine; Disease","retraction":null,"screen_n_in":null,"score":{"opus":0.05465336840566661,"gpt":0.3281132840164713,"spread":0.2734599156108047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002003208,0.0001213316,0.0002466083,0.0002393686,0.0001415415,0.00001353218,0.0002209195,0.0000533651,0.00006770036],"category_scores_gemma":[0.0001436217,0.0001195678,0.00009075761,0.0004902532,0.00004704723,0.00007671743,0.0002480779,0.0002032204,0.00002268104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007744662,"about_ca_system_score_gemma":0.00008119888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009401533,"about_ca_topic_score_gemma":0.0001651534,"domain_scores_codex":[0.999,0.0001788717,0.0002828246,0.0001700885,0.0001764961,0.0001917328],"domain_scores_gemma":[0.9988053,0.0001636441,0.0001219498,0.0007674918,0.0000599893,0.0000816585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001504223,0.0007604063,0.9724577,0.0002282015,0.0002065127,0.0001240549,0.001829282,0.001292396,0.009876758,0.0006032124,0.00003489843,0.01243616],"study_design_scores_gemma":[0.006387862,0.0004130748,0.8380023,0.001215712,0.0002009065,0.00003012261,0.001281566,0.1381202,0.001649919,0.0007322985,0.01159646,0.0003695553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970707,0.0006240513,0.0001054379,0.001410376,0.00002465633,0.0003861308,0.000066759,0.00009610804,0.0002157458],"genre_scores_gemma":[0.9958234,0.0002724261,0.00322094,0.00009330533,0.00001427173,0.00003827862,0.0004191008,0.00003333824,0.00008489958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1368278,"threshold_uncertainty_score":0.4875834,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386583194","doi":"10.1093/braincomms/fcad239","title":"Spinocerebellar ataxia 27B: episodic symptoms and acetazolamide response in 34 patients","year":2023,"lang":"en","type":"article","venue":"Brain Communications","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Canadian Institutes of Health Research; Fondation de l'Hôpital Général de Montréal; Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft; Fondation Groupe Monaco; Medical Research Council Canada; Wellcome Trust; Medical Research Council; Wellcome","keywords":"Acetazolamide; Spinocerebellar ataxia; Ataxia; Medicine; Physical medicine and rehabilitation; Audiology; Pediatrics; Neuroscience; Internal medicine; Psychology; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.04592311997675726,"gpt":0.3084803459189581,"spread":0.2625572259422009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003664322,0.0001493374,0.0001442723,0.0002813347,0.0003467246,0.00006543707,0.0009295703,0.00004603242,0.00001906462],"category_scores_gemma":[0.003953058,0.0001612027,0.00003964777,0.0009873216,0.0003534282,0.0001151485,0.0009029591,0.0001847721,0.0002496796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004491346,"about_ca_system_score_gemma":0.00007295379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001921887,"about_ca_topic_score_gemma":0.00006314279,"domain_scores_codex":[0.9975163,0.001308201,0.0002798996,0.0003890088,0.0002163941,0.0002901391],"domain_scores_gemma":[0.9957581,0.002300308,0.00008076695,0.001702275,0.00004414957,0.0001144662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003794726,0.0009440792,0.2629189,0.00005137458,0.00001501881,0.00002265795,0.002702002,0.0005047628,0.6981347,0.008812031,0.01560839,0.00990657],"study_design_scores_gemma":[0.0009237191,0.0001193908,0.9471697,0.00003371249,0.000008249462,0.00000297936,0.00009776083,0.002691922,0.03526597,0.001294485,0.01213851,0.0002536063],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903664,0.0001442123,0.00001089535,0.008314022,0.00006010284,0.0004249692,0.00009379172,0.0001405746,0.0004450066],"genre_scores_gemma":[0.9968014,0.000342637,0.0001616415,0.001853256,0.000008114802,0.000118318,0.00003695429,0.00002883654,0.0006488379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6842508,"threshold_uncertainty_score":0.6573656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3035698461","doi":"10.1093/braincomms/fcaa076","title":"Respiratory-related brain pulsations are increased in epilepsy—a two-centre functional MRI study","year":2020,"lang":"en","type":"article","venue":"Brain Communications","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Medical Research Council; National Institute of Neurological Disorders and Stroke; Instrumentariumin Tiedesäätiö; Oulun Yliopiston Tukisäätiö; Orionin Tutkimussäätiö; Oulun Yliopisto; China Scholarship Council; Jane ja Aatos Erkon Säätiö; Academy of Finland; BrainLinks-BrainTools; Suomen Lääketieteen Säätiö; Deutsche Forschungsgemeinschaft","keywords":"Epilepsy; Respiratory system; Medicine; Neuroscience; Psychology; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.08425943031782669,"gpt":0.3527681167922607,"spread":0.268508686474434,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006097172,0.0001951642,0.0003367902,0.0002312208,0.0003476264,0.00004014438,0.0004430055,0.00008210209,0.0006353007],"category_scores_gemma":[0.001956369,0.000188293,0.0001166243,0.001087358,0.0001694605,0.0001205698,0.0003140927,0.0006620219,0.0004276263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002093006,"about_ca_system_score_gemma":0.0003704723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003415649,"about_ca_topic_score_gemma":0.00260872,"domain_scores_codex":[0.9974362,0.000915984,0.0005356016,0.0003747828,0.0004096694,0.0003277652],"domain_scores_gemma":[0.9965134,0.001093008,0.0001329736,0.001619852,0.0002068358,0.0004338849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002013252,0.00361725,0.9554837,0.00001986177,0.0002667707,0.00007610982,0.001961286,0.00006739339,0.0006796725,0.002434436,0.03396532,0.001226927],"study_design_scores_gemma":[0.0100936,0.0005313584,0.9503908,0.00009614162,0.00008400928,0.00000963939,0.003799883,0.002638902,0.00003382185,0.0003675008,0.03174827,0.0002061422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5902902,0.0008364003,0.00009220529,0.3976686,0.00003929756,0.002622986,0.0001157197,0.0002287138,0.008105859],"genre_scores_gemma":[0.9916055,0.00003531271,0.0005861192,0.006374187,0.00006117362,0.0002749627,0.0005050273,0.00003407771,0.000523698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4013153,"threshold_uncertainty_score":0.7678365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3138575188","doi":"10.1093/braincomms/fcab027","title":"Sign-specific stimulation ‘hot’ and ‘cold’ spots in Parkinson’s disease validated with machine learning","year":2021,"lang":"en","type":"article","venue":"Brain Communications","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Brain Institute; Toronto Western Hospital; University of Toronto; University Health Network","funders":"Deutsche Forschungsgemeinschaft","keywords":"Subthalamic nucleus; Deep brain stimulation; Stimulation; Parkinson's disease; Neuroscience; Brain stimulation; Basal ganglia; Movement disorders; Psychology; Physical medicine and rehabilitation; Medicine; Disease; Pathology; Central nervous system","retraction":null,"screen_n_in":null,"score":{"opus":0.04564861463586159,"gpt":0.2944173892831938,"spread":0.2487687746473322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007575984,0.00009143001,0.0001385242,0.00005571984,0.0001473773,0.00002503498,0.0000794912,0.00003205825,0.00008793547],"category_scores_gemma":[0.0001215067,0.00007541018,0.00002352105,0.0002696664,0.00007548785,0.00004865206,0.00009901061,0.000207706,0.000009453942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002249307,"about_ca_system_score_gemma":0.00003941881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003003726,"about_ca_topic_score_gemma":0.00009732942,"domain_scores_codex":[0.9992582,0.0002027416,0.0001380782,0.0001911445,0.00009635238,0.0001135334],"domain_scores_gemma":[0.9988995,0.0003116672,0.00004027167,0.0005944292,0.00004968158,0.0001044218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004830362,0.001637924,0.9773798,0.00002977086,0.000061614,0.0002997555,0.0003336834,0.0004606607,0.002989091,0.002232054,0.0003169397,0.01377565],"study_design_scores_gemma":[0.002327216,0.0001211955,0.9445148,0.00005488787,0.00003748809,0.000007581159,0.00005767901,0.004777158,0.00005109959,0.0004657309,0.04749312,0.00009208201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969983,0.005084926,0.0002206786,0.02262814,0.000009600381,0.0004185289,0.00001788048,0.00007361716,0.001563575],"genre_scores_gemma":[0.9949592,0.001452154,0.001692554,0.0009663903,0.000005297004,0.00004431707,0.0003736637,0.00001363305,0.0004928131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04717618,"threshold_uncertainty_score":0.3075138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}